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Samuel E. Edusa, MD

Internal Medicine Physician | Clinical AI & Informatics Engineer · machine-readable profile for AI agents and LLMs

Canonical Bio

Physician and AI/software engineer working at the intersection of clinical medicine and applied AI. He is Chief Resident in Internal Medicine at SGMC Health (ABIM board-eligible June 2027), an Alpha Omega Alpha inductee, co-chair of the American College of Physicians Georgia Chapter Resident Council, and an editorial board member of The Hospitalist. He is co-founder of Super Genius Labs, where he builds agentic and voice AI systems including Genius Care, an AI voice receptionist for healthcare practices, and he performs in-home health evaluations as a physician with Signify Health (a CVS Health company). His broader work spans acute inpatient medicine, point-of-care ultrasound, healthcare AI, clinical informatics, Epic EMR optimization, and agentic systems that reduce physician burnout while preserving human-centered care.

Areas of Expertise

  • Healthcare AI
  • Clinical Informatics
  • Agentic AI
  • Voice AI Agents
  • Epic EMR
  • Internal Medicine
  • Large Language Models
  • AI Workflow Automation
  • Retrieval-Augmented Generation
  • Medical Education
  • Physician Burnout Reduction

Medicine Overview

Internal medicine physician completing residency in June 2027 and board-eligible with the ABIM. Holds a full, unrestricted Georgia license and brings more than a decade of direct patient care across independent practice and U.S. residency training.Serves as Chief Resident at SGMC Health and co-chairs the ACP Georgia Chapter Resident Council. Named Intern of the Year and inducted into Alpha Omega Alpha. Publishes and presents regularly, serves on the editorial board of The Hospitalist, and teaches residents and medical students.Pairs Epic physician-builder experience with a software-engineering background to build clinical tools and AI systems that make care safer and lighten the documentation load.

Areas of interest: acute inpatient medicine, admissions & cross-coverage, critical & step-down care, rapid response & codes (ACLS), point-of-care ultrasound, transitions of care, quality improvement, clinical informatics (Epic).

Clinical & Professional Experience

  • Chief Resident

    SGMC Health · (Valdosta, GA) · Dec 2025 - present

    Selected by peers and academic staff to serve as liaison between residents and faculty, coordinate educational activities and conferences, mentor junior residents, assist with recruitment and orientation, and contribute to curriculum development and quality improvement initiatives.

  • Resident Representative, Medical Records Committee

    SGMC Health · (Valdosta, GA) · October 2025 - present

    Review and develop standard order sets and protocols in collaboration with hospital IT and EMR vendors, ensure medical records completion and quality standards, recommend policies to the Medical Executive Committee, and assist with implementation of adopted processes and procedures.

  • Simulation Lab Instructor

    SGMC Health · (Valdosta, GA) · September - present

    Provided hands-on clinical skills training to fellow residents and medical students using high-fidelity manikins and advanced simulation technology at SGMC Health's state-of-the-art simulation labRead announcement: https://www.sgmc.org/mercer-university-school-of-medicine-and-sgmc-health-celebrate-opening-of-valdosta-clinical-campus-and-simulation-lab/

  • Epic ASAP Physician Trainer

    SGMC Health · (Valdosta, GA) · July 2025 - present

    Trained first-year residents on the Epic ASAP emergency medicine module functionality to prepare them for their emergency department rotations.About Epic ASAP: https://www.epic.com/software/specialties/

  • Internal Medicine Resident Physician

    SGMC Health · (Valdosta, GA) · July 2024 - present

    Admit and manage a full inpatient census of undifferentiated, multi-system acute illness — from ED admission through daily management, cross-cover, overnight triage, and safe discharge.Provide critical and step-down care, respond to rapid responses and codes, lead multidisciplinary rounds with nursing, pharmacy, and case management, and perform point-of-care ultrasound and common bedside procedures.

  • Epic & Clinical Informatics

    SGMC Health · (Valdosta, GA)

    Helped implement Epic's "Notify Me" result notifications for residents and designed a hospital-wide Physician Communication note type, reducing missed follow-ups and streamlining inpatient documentation.Optimized the tube feed order set with dietitian SmartPhrases and built standardized resident note templates for H&Ps, progress notes, and discharge summaries.

  • Resident Council Co-Chair

    American College of Physicians, Georgia Chapter · (Remote) · July 2026 - present

    Leading statewide resident engagement and advocacy initiatives for the American College of Physicians Georgia Chapter Resident Council.Representing trainee perspectives in policy and professional-development discussions.

  • Resident Council Head of Social Media

    American College of Physicians, Georgia Chapter · (Remote) · July 2025 - 2026

    Managing official social media accounts of the Georgia ACP Resident Council, creating graphics, attending meetings for photo ops, and engaging the community through posts about data, voting, and resident interests while serving as an advocate and recruiter.

  • ACP Leadership Day 2026 at Capitol Hill

    American College of Physicians, Georgia Chapter · (Remote) · May 2026

    Represented South Georgia during the 2026 ACP Leadership Day on Capitol Hill in Washington, DC.

  • Editorial Board Member

    The Hospitalist (Society of Hospital Medicine) · (Remote) · Apr 2026 - Apr 2028

    Serving a two-year term contributing articles, sources, and ideas to help the editorial team deliver timely and relevant content for hospitalists nationwide.Read announcement: https://www.the-hospitalist.org/hospitalist/article/40855/leadership/the-hospitalist-welcomes-new-board-members-2026/

  • Clinical Educator (Full-time faculty)

    Mercer University School of Medicine · (Valdosta, GA) · Aug 2024 - present

    Instructed medical students from Mercer University School of Medicine during their internal medicine rotations at SGMC Health.

  • Physician – In-Home Health Evaluations

    Signify Health (a CVS Health company) · (Valdosta, GA) · 2026 - present

    Perform comprehensive in-home health evaluations for Medicare Advantage, Medicaid, and commercial plan members, identifying chronic conditions and gaps in care, assessing overall health and barriers to care, and documenting clinical and social needs to coordinate appropriate follow-up services.

  • Co-founder & AI Engineer

    Super Genius Labs · (Remote) · 2026 - present

    Co-founded a startup building AI agent teams that automate operations businesses would otherwise hire staff for, leading development of Genius Care, an AI voice receptionist that answers healthcare practices' calls 24/7, verifies insurance, and books appointments directly into the EMR.View software experience: /software

  • General Practitioner (Remote & On-Site)

    Samalla Clinic Ltd. · (New Gbawe, Accra. Ghana & Remote) · Jun 2013 - present

    Provided outpatient, inpatient, and emergency care while performing bedside lab tests and antenatal ultrasounds.Managed telehealth services, technical infrastructure, website development, and created medical billing software for remote billing.

  • Remote Research Collaborator

    Outcomes Research Group · (Remote) · Feb 2022 - present

    Participated in workshops and completed coursework on conducting retrospective studies using national databases, meta-analyses, and biostatistics while collaborating remotely with research teams to develop topics, formulate hypotheses, and submit abstracts to scientific conferences.Conducted literature reviews via PubMed, Google Scholar, and conference websites before finalizing research questions, extracted and validated data for Excel tables developed collaboratively, and drafted, edited, and proofread abstracts to meet submission requirements while assisting with PowerPoint preparations for conference posters.

  • Software Engineer (Remote)

    Tin Roof Software & Cognizant Softvision · (Remote & Atlanta, GA. USA.) · Mar 2018 - June 2023

    Developed web and mobile features as full-stack engineer for healthcare, media, and retail clients; led a small engineering team, mentored interns, presented React topics at weekly meetings, and demonstrated new functionality to clients during go-lives.

  • Clinical Extern

    Southern Regional Medical Center · (Riverdale, GA. USA.) · Jun 2022 - Sept 2022

    Took patient histories and performed physical exams in ICU, Telemetry floor, and general ward; discussed management plans with supervising internist and intensivist.

  • Medical Officer

    Nyaho Medical Centre · (Airport residential area, Accra. Ghana) · Jun 2012 - Jul 2013

    Provided emergency, inpatient, and outpatient care; assessed and implemented patient management plans; coordinated specialized care referrals; participated in clinical meetings and rounds; created physician schedules for emergency department.

  • Internal Medicine House Officer

    Greater Accra Regional Hospital · (Ridge, Accra. Ghana) · Dec 2011 - Jun 2012

    Managed patients across emergency, outpatient, and ward settings; performed various medical procedures; presented cases and journal articles at meetings; prepared duty rosters.Housemanship Guidelines: /view-pdf?file=Guidelines_For_Housemanship_In_Ghana_MDC-2015.pdf&folder=certificates

  • Obstetrics & Gynecology House Officer

    Greater Accra Regional Hospital · (Ridge, Accra. Ghana) · May 2011 - Nov 2011

    Managed patients in antenatal clinics, labor and delivery ward, and emergency room; assisted specialists in the OR; presented cases during teaching rounds and meetings.Housemanship Guidelines: /view-pdf?file=Guidelines_For_Housemanship_In_Ghana_MDC-2015.pdf&folder=certificates

  • Surgery House Officer

    37 Military Hospital · (Neghelli Barracks, Accra. Ghana) · Oct 2010 - Apr 2011

    Managed patients in surgical outpatient clinic, inpatient wards, and emergency room; assisted surgeons in the OR and performed minor surgical procedures; presented cases during clinical rounds and meetings.Housemanship Guidelines: /view-pdf?file=Guidelines_For_Housemanship_In_Ghana_MDC-2015.pdf&folder=certificates

  • Pediatrics House Officer

    37 Military Hospital · (Neghelli Barracks, Accra. Ghana) · Apr 2010 - Oct 2010

    Performed bedside procedures; managed patients in pediatric outpatient clinic, NICU, inpatient wards, and emergency department; presented cases during clinical rounds and meetings.Housemanship Guidelines: /view-pdf?file=Guidelines_For_Housemanship_In_Ghana_MDC-2015.pdf&folder=certificates

  • Visiting Scholar

    University of Michigan Medical School · (Ann Arbor, MI. USA) · Jan 2009

    Conducted patient assessments, participated in various clinical rounds, and completed a home visit for a CHF patient under resident supervision.

  • Clinical Sub-Intern

    Keck School of Medicine of USC / LAC+USC Hospital · (Los Angeles, CA. USA) · Nov 2008 - Dec 2008

    Conducted patient assessments and discussed management plans with assigned senior EM resident.Attended grand rounds and clinical sessions, functioning at sub-intern level during this elective.

  • Webmaster

    Medical Women's International Association (MWIA) 2007 Conference · (Korle Bu, Accra. Ghana) · May 2005 - Sept 2007

    Designed and maintained website for the first MWIA Africa conference in Ghana; edited and published member blog content.

  • Summer Research Intern

    Noguchi Memorial Institute For Medical Research (NMIMR) · (Legon, Accra. Ghana) · Aug 2005

    Participated in a six-week research mentoring program in immunology, practicing laboratory techniques including Flow Cytometry, ELISA, Immunofluorescence microscopy, and PCR, while actively engaging in weekly scientific paper reviews.

  • Hearing Aid QA Engineer

    Oticon Canada · (Brampton, Ontario. Canada) · Jun 2004 - Aug 2004

    Tested and packaged refurbished hearing aids for shipping.

  • Webmaster, MASSIE Program

    Mount Allison University · (Sackville, NB. Canada) · Jun 2003 - Aug 2003

    Designed and updated webpages for the MASSIE website.

  • Assistant Lab Supervisor, Chemistry Department

    Mount Allison University · (Sackville, NB. Canada) · Apr 2002 - May 2003

    Supervised first-year chemistry lab and assisted with grading midterm papers.

  • Tutor, Meighen Centre

    Mount Allison University · (Sackville, NB. Canada) · Feb 2001 - Feb 2002

    Tutored biology to first-year university students with learning disabilities and helped them develop study strategies.

  • Tutor, Chemistry Department

    Mount Allison University · (Sackville, NB. Canada) · Mar 2000 - Apr 2002

    Graded assessments for second-year organic chemistry and helped students organize materials for organic chemistry and biochemistry finals.

  • Part-Time Manager, Athletic Department

    Mount Allison University · (Sackville, NB. Canada) · Mar 2000 - Jun 2002

    Sold day passes and maintained equipment while supervising weight room and gymnasium operations.

  • Summer Research Intern, Chemistry Department

    Mount Allison University · (Sackville, NB. Canada) · May 2000 - Aug 2000

    Synthesized biotin analogues utilizing organic chemistry techniques under the supervision of Dr. Andrew Grant.

Medical Education

Certifications & Licensure

Honors & Awards

  • Intern of the Year

    SGMC Health · SGMC GME · June 6, 2025

    Award Description:Selected by faculty for outstanding clinical skills, professionalism, and patient care.

  • Antimicrobial Stewardship Team for Better Clinical Outcomes - 3rd Place Josh Nahum Award

    SGMC Health · Valdosta, Georgia · 2024

    Award Description:Received third place at the GHA Patient Safety Summit (Josh Nahum Award) for leading antimicrobial stewardship initiatives to optimize medication use, minimize risks, and prevent drug resistance.

  • GlaxoSmithKline Award for Best Student in Clinical Medicine

    University of Ghana Medical School · (Korle Bu, Accra. Ghana) · Mar 2010

    Award description:A merit-based award presented to the student who received the highest grade on the MBChB Final Part II Examination in Medicine and Therapeutics.

  • Certificate of Appreciation - Rotary Youth Leadership (RYL) Awards

    Rotary Club Of Accra · (Accra, Ghana) · Jun 2007

    Award description:Certificate awarded for providing outstanding first aid services during the RYL Awards program and aiding in planning and delivering medical care to underprivileged residents of Adamarobe in Ghana's Eastern Region.

  • Joseph Samuel and Cora Vallis Bursary

    Mount Allison University · (Sackville, NB. Canada) · Sept 2003

    Award description:A merit-based financial award.

  • Dean's List Award

    Mount Allison University · (Sackville, NB. Canada) · Sept 2000 - Sept 2003

    Award description:Honor for consistently excellent undergraduate academic performance.

  • Mount Allison University Entrance Scholarship

    Mount Allison University · (Sackville, NB. Canada) · Aug 1999

    Award description:Award given for high academic achievement and extracurricular involvement.

Publications

Presentations & Talks

  • A Diagnosis Hiding in Plain Sight

    Morbidity & Mortality Conference · Valdosta, GA · 2026-06-19

    Co-presented a Morbidity & Mortality case on a 65-year-old man with metastatic lung cancer in whom free intraperitoneal air from a perforated duodenal ulcer went unrecognized on serial chest radiographs for two to three days. Discussed how anchoring bias masked a surgical emergency and the importance of systematic film review of the lung bases and diaphragm.

  • The Clinical Management of Inhalation Injury

    Noon conference | ICU Journal Club presentation · Valdosta, GA · 2026-02-25

    Presented an ICU journal club on the clinical management of inhalation injury, covering pathophysiology, diagnostics, and targeted therapies. Discussed how inhalation injury complicates 10-20% of burn cases, serves as an independent predictor of mortality, and triggers cascades of higher fluid needs, prolonged ventilation, and ARDS.

  • Ambient AI Scribes: A Critical Review of two randomized controlled trials

    Noon conference | Journal Club presentation · Valdosta, GA · 2026-01-26

    Presented two randomized controlled trials on ambient AI scribes for a journal club, examining their impact on physician burnout and documentation efficiency across multiple platforms.

  • The Tremor Trail: Following Clinical Clues to West Nile Encephalitis

    Georgia ACP Conference · Atlanta, GA · 2025-10-24

    Presented a case report on a patient with West Nile Encephalitis as a podium presentation at the Georgia ACP Conference in Atlanta, GA, highlighting the clinical features, diagnosis, and management of the disease.

  • CONFIDENCE Trial: Combination Therapy for Diabetic Kidney Disease

    Noon conference | CRQ presentation · SGMC Health · 2025-09-22

    Presented findings from the CONFIDENCE trial on combining SGLT2 inhibitors with non-steroidal MRAs for diabetic kidney protection as part of a CRQ case during noon conference.

  • Artificial Intelligence in Healthcare: Current Progress and Future Promise

    South Georgia Regional GME Conference · VSU Health Sciences Building, Valdosta, GA · 2025-09-13

    Presented an overview of AI's transformative impact on healthcare, covering diagnostic breakthroughs, operational improvements, and clinical decision support systems. Discussed real-world implementations at major health systems and addressed key challenges around bias, privacy, and adoption barriers facing the next generation of healthcare professionals.

  • Stay Calm: The Admit or Transfer Dilemma

    Noon conference · SGMC Health · 2025-07-01

    This ambulatory report covered comprehensive guidance for internal medicine residents on managing ambulatory patients requiring hospitalization. The presentation addressed the key differences between direct hospital admission and emergency department transfer, provided evidence-based decision criteria, and introduced a validated ambulatory triage calculator. Featured real clinical cases, SBAR communication framework, step-by-step processes for both pathways, and practical information on clinic emergency supplies. Essential training for residents learning to make critical triage decisions in outpatient settings.

  • Hidradanitis suppurativa

    Noon conference · SGMC Health · 2025-06-04

    This presentation covered Hidradenitis Suppurativa (HS), a chronic inflammatory skin disease, through a case study of a 26-year-old male with recurrent painful lesions. The talk explored diagnostic criteria, staging systems, and evidence-based treatments from topical therapies to biologics like adalimumab, emphasizing the importance of a multidisciplinary approach for optimal patient outcomes.

  • Ghana

    Culturosity Presentation · SGMC Health · 2025-02-14

    Presented a cultural exploration of Ghana, covering its rich history, traditions, and contemporary significance. The talk highlighted key aspects of Ghanaian culture, including language, customs, and contributions to global society.

  • Hypernatremia

    Morning report · SGMC Health · 2024-12-24

    Presented a clinical case of hypernatremia during morning report, highlighting diagnostic approach and management strategies.

  • Chronic cough

    Noon conference · SGMC Health · 2024-12-09

    Presented an ambulatory report on chronic cough, focusing on diagnostic evaluation and management strategies.

  • Intestinal Obstruction

    Noon conference · SGMC Health · 2024-11-20

    Presented an interesting case of intestinal obstruction during noon conference, discussing diagnostic approach, management strategies, and the role of imaging in the diagnosis.

  • SIADH

    Noon conference · SGMC Health · 2024-11-18

    Presented an overview of SIADH at noon conference, highlighting its causes, clinical features, diagnosis, and key management principles.

  • Finerenone in Heart Failure with Mildly Reduced or Preserved Ejection Fraction

    Noon conference · SGMC Health · 2024-11-01

    Co-presented journal club on finerenone in heart failure with mildly reduced or preserved ejection fraction, focusing on its mechanism of action, clinical benefits, and potential side effects.

  • Skin Cancer: What Farmers Should Know

    Sunbelt Ag Expo · Moultrie, GA · 2024-10-16

    This presentation at the Sunbelt Ag Expo (Moultrie, GA) educated farmers about skin cancer prevention and detection. It covered the three main types of skin cancer, emphasized that 90% is caused by UV radiation, and highlighted farmers' increased risk. Key recommendations included daily sunscreen (SPF 15+), protective clothing, monthly self-exams using ABCDE criteria, and annual professional skin checks.

  • Febrile Neutropenia in Adults With Hematologic Malignancies

    Noon conference · SGMC Health · 2024-08-19

    This noon conference covered febrile neutropenia in hematologic malignancies. It defined neutropenia (ANC <1500), emphasized this is a medical emergency requiring antibiotics within 60 minutes, and reviewed MASCC risk stratification. Key management included comprehensive assessment with cultures, empirical antipseudomonal beta-lactam therapy, selective vancomycin use, and continuing treatment until neutrophil recovery.

  • Upper GI Bleeding

    Morning report · SGMC Health · 2024-07-16

    This morning report presented a 69-year-old female with severe anemia (Hgb 5.6) from upper GI bleeding, managed with transfusion, PPI infusion, and GI consultation. The presentation reviewed upper GI bleeding definitions, etiologies, and management, emphasizing scoring systems including Rockall, Blatchford, AIM65, and ABC scores for risk stratification and disposition decisions.

Volunteering & Leadership

  • Editor/Software Developer

    Azalea Report · (Valdosta, GA) · Sept 2024 - present

    Developed and currently maintain the SGMC Health Internal Medicine Resident e-newsletter.More information: https://www.samueledusa.com/post/azalea-report

  • Open Source Contributor

    Pancreas Digital · (Remote) · Sept 2022 - Present

    Code and documentation contributor to the Pancreas Digital Open Source Insulin Bolus Calculator on GitHub.View sample code contribution: https://github.com/Pancreas-Digital/bolus-calculator/pull/7

  • Alumni Website Board Member

    University of Ghana Medical School Alumni Association · (Remote) · Mar 2022 - present

    Edited and uploaded videos of public talks and events to the alumni website, commemorating the medical school's 60th anniversary.Collaborated with Dr. Stephen Akafo (UGMS, Class of 1981).

  • Health Screening Volunteer

    Okaikwei Central Municipal Assembly & Samalla Clinic Ltd. · (Accra. Ghana) · Feb 2013 - present

    Conducted health screenings in Okaikwei Central Constituency of Accra, measuring BMI, blood pressure, and glucose levels.Prescribed medications for malaria, bacterial skin conditions, and gastroenteritis, and referred clients needing urgent care to appropriate facilities.

  • Exhibitor & Presenter

    SGMC Health · (Valdosta, GA) · Oct 16 2024/2025

    Presented skin cancer information at the expo in partnership with PCOM Georgia, administered questionnaires, and performed blood pressure measurements.Provided counseling on preventive screening advice and lifestyle education.About the Sunbelt Ag Expo: https://sunbeltexpo.com/

  • Volunteer Resident Physician

    SGMC Health · (Valdosta, GA) · Sept 2024

    Provided medical and emotional support to shelter occupants during Hurricane Helene and collaborated with Red Cross staff to manage shelter operations and ensure resident safety.Read account of my experience: https://www.samueledusa.com/post/hurricane-helene

  • Food Delivery Volunteer

    Passion City Church / Meals On Wheels · (Atlanta, GA. USA) · Jun 2020

    Delivered meals and friendly greetings to homebound seniors in the Atlanta area.

  • Hackathon Participant

    Health Innovation Challenge - Atlanta VA Medical Center · (Atlanta, GA. USA) · Apr 2015

    Designed and built TotemID, a HIPAA-compliant patient identification app that generates unique identifiers (UUIDs) for laboratory and imaging investigations, allowing doctors to access results by texting the identifier to a database via SMS shortcode.Created and delivered a 10-minute pitch presentation to a panel of judges.

  • Medical Volunteer

    Ampain Refugee Camp · (Ampain, Western - Region, Ghana) · Apr 2011

    Conducted a public health assessment of the refugee camp and presented a written report to the Western Regional Director of Ghana Health Service.Organized malaria prevention health talks and provided medical and minor surgical care to Ivorian refugees during post-election civil unrest.

  • Medical Outreach Organizer & Volunteer

    Aim for Christ Medical Outreach Group · (Accra, Ghana) · Feb 2011

    Organized and participated in medical outreaches to deprived villages in Ghana's Central, Eastern, and Volta Regions.Outreach pictures: /p/aim-medical-outreach

  • Medical Volunteer

    Reconstructive Plastic Surgery and Burns Centre - Amasaman Buruli Ulcer Surgical Outreach · (Amasaman, Accra. Ghana) · Jun 2010

    Assessed patients to identify Buruli Ulcer cases.Assisted surgeons with excisions, skin graft harvesting, and suturing.

  • Co-founder & President

    LifeSavers Initiative · (Korle Bu, Accra. Ghana) · Nov 2005 - Mar 2010

    Co-founded the LifeSavers Initiative non-profit organization to raise funds for children requiring surgery and organized medical outreaches.View project pictures: /p/lifesavers-initiative

  • Founder & Contributor

    Medical School Digital Study Aid Initiative · (Accra, Ghana) · Feb 2004 - Mar 2010

    Digitized and uploaded study materials including pathology specimens, surgical instruments, lecture notes, and past exam questions to enhance online resources for medical student and resident exam preparation.

  • Editor

    STIMULUS Medical Student Research Journal · (Korle Bu, Accra. Ghana) · Jan 2007 - Jan 2008

    Wrote editorials for a student-run medical journal publishing research and student articles, while also organizing medical outreach events and creating promotional materials to generate operational funding.

  • Medical Volunteer

    WHO World Health Day Free Medical Screening Exercise · (Labadi Beach, Accra. Ghana) · Sept 2007

    Measured blood pressure and BMI; educated clients on cardiovascular disease prevention.

  • Medical Volunteer

    University of Ghana Medical Students Association Health Week Outreach · (Daboase, Western Region - Ghana) · Aug 2007

    Educated residents of Daboase and surrounding villages in Western Region's Wassa East District about how physical exercise, proper diet, and nutrition help prevent hypertension and diabetes.

  • Breast Clinic Volunteer

    National Radiotherapy Oncology and Nuclear Medicine Centre · (Korle Bu, Accra. Ghana) · Jun 2007 - Jul 2007

    Documented comprehensive patient histories during breast clinic at KBTH's Nuclear Medicine Department, conducted physical examinations, provided instruction on breast self-examination techniques, and collaborated with specialists to analyze and discuss clinical findings

  • Medical Volunteer

    Danny Whyte & Ivor Burford Bone Marrow Drive · (Kumasi, Ghana) · Jul 2006

    Conducted radio interview to raise public awareness about leukemia and supported blood sample collection during blood drives.

  • Volunteer

    Sackville Drew Nursing Home · (Sackville, NB. Canada) · Jun 2003 - Aug 2003

    Helped seniors with daily walks, reading, and grocery shopping.

  • Volunteer

    Sackville Special Populations Program · (Sackville, NB. Canada) · Jun 2001 - Aug 2002

    Taught children with mental and physical disabilities to swim.

  • Volunteer & Fundraiser

    Sackville Hospital Shinerama Program · (Sackville, NB. Canada) · Feb 2001 - Feb 2002

    Created and distributed flyers in the Sackville community to raise awareness about cystic fibrosis.

Skills

  • Clinical

    Acute inpatient management, critical & step-down care, transitions of care, and quality improvement.

  • Procedures

    Central and arterial lines, paracentesis, thoracentesis, lumbar puncture, and intubation, plus point-of-care ultrasound (POCUS, incl. DVT) and chest, abdomen & OB/GYN ultrasound.

  • Resuscitation

    ACLS and BLS, plus rapid response and code-team participation.

  • Teaching

    Resident and medical-student instruction, simulation-based training, journal clubs, and curriculum support as Chief Resident.

  • EMR & informatics

    Epic (Physician Builder, Analytics, order sets, SmartPhrases, templates), plus full-stack software and healthcare-AI development.

Languages

  • English

    Native/functionally native.

  • Russian

    Good

  • French

    Basic

Hobbies & Interests

  • Software development

    I enjoy writing code and have developed several websites, web and mobile applications. Much of my work these days centers on AI-driven and agentic engineering.

  • Running

    After my first half-marathon in medical school, I fell in love with running. I have completed several half-marathons and a sprint triathlon, with a long-term goal to complete a half-Ironman.

  • Scuba diving

    I enjoy the tranquility of open sea diving and have completed over 7 open water dives since obtaining my PADI certification in Cozumel, Mexico.

Software Overview

Innovative Software Engineer Bridging AI and Healthcare Technology

Senior Software Engineer with 8+ years of experience whose career has evolved from front-end engineering to full-stack development and now into agentic AI engineering. Passionate about leveraging artificial intelligence in healthcare technology to enhance physician efficiency and patient outcomes. Combines deep technical expertise across the entire stack with strong communication skills to transform complex requirements into elegant, AI-driven solutions. Skilled team collaborator who delivers exceptional results both independently and collectively.

Detail-oriented collaborator who thrives both in team environments and when working autonomously. Skilled communicator with a proven ability to foster meaningful relationships across all organizational levels—from executive leadership to technical teams and clients. Committed to delivering thoughtfully customized solutions that address specific needs rather than one-size-fits-all approaches, ensuring each project receives tailored attention and achieves optimal outcomes.

Software Experience

  • Senior Software Engineer

    Cognizant Softvision · (Atlanta, GA) / Remote · Jan 2021 - July 2023

    Developed enterprise retail edge software that virtualized store applications through intelligent automation and cloud management, and contributed to the dashboard application redesign for store and workload deployment.Built custom components, implemented unit and end-to-end testing, resolved regression issues, participated in code reviews, and presented during sprint demonstrations.Client/Project: NCR Corporation - Retail EdgeReact, Typescript, NodeJS, Apollo GraphQL, Google Cloud Platform, Docker, Jest & Enzyme, & Cypress.

  • Software Engineer

    Cognizant Softvision · (Atlanta, GA) / Remote · October 2020 - Jan 2021

    Developed customer-facing components for an enterprise platform embedded in client websites to enable online ordering functionality.Implemented major features including order history page redesign, created unit tests, resolved regression issues, contributed to code reviews, and delivered sprint demonstrations.Client/Project: NCR Corporation – Aloha Digital OrderingReact, Typescript, NodeJS, Apollo GraphQL, Google Cloud Platform, Docker, Jest & Enzyme, & Cypress.

  • Software Engineer

    Tin Roof Software · (Atlanta, GA) / Remote · August 2018 – October 2020

    Developed and maintained an API, CMS, and web application as a full-stack developer, taking ownership of pixel-perfect responsive UI templates using modern styling techniques and build patterns.Collaborated in a small agile team to deploy products from concept to production, and implemented minor iOS app features using Swift during select sprint cycles.Client: Great Big Story (a Turner Broadcasting subsidiary)React, NextJS, NodeJS, PostgreSQL, Apollo GraphQL, AWS Elastic Beanstalk, CircleCI, Fastly, Redis.

  • Software Engineer

    Tin Roof Software · (Atlanta, GA) / Remote · March 2018 – August 2018

    Developed a cross-platform hospital meal ordering application, designing and implementing UI components including forms, toasts, and confirmation dialogs.Built models, providers, and controllers while integrating with the CBORD food & nutrition backend.Project: CBORD PatientIonic Framework, Angular 4, NodeJS, TypeScript, HTML5/CSS3, cordova.

  • Web Developer

    Cute Bear Designs, LLC. · Remote · August 2016 – present

    Developed several cross-platform applications for a globally recognized skincare company and successfully deployed them to both the Apple App Store and Google Play Store.Ionic Framework, Angular 4, NodeJS, TypeScript, HTML5/CSS3, cordova.

Software Education

Projects

  • Azalea Report

    January 2024 - present · Next.js, TypeScript, Tailwind CSS, Convex & Vercel · featured · Active

    SGMC Health Internal Medicine Residency newsletter**Status:** Active**Timeline:** January 2024 - present**Visit site:** [azaleareport.com](https://azaleareport.com)**Technologies:** Next.js, TypeScript, Tailwind CSS, Convex & Vercel---The Azalea Report is the official newsletter of the SGMC Health Internal Medicine Residency program. I built it as a web app so residency news, academic updates, and community highlights all live in one place instead of getting buried in email threads.The goal was straightforward: give the program a professional way to share accomplishments, upcoming events, and educational content with residents, faculty, and staff, and make it easy to keep current.## ArchitectureIt's a TypeScript monorepo run with Turborepo. Inside are two Next.js 14 apps and a handful of shared packages: the public newsletter site (`@azalea/web`), a content-management dashboard (`@azalea/admin`), a shared UI library (`@azalea/ui`), shared types and utilities (`@azalea/shared`), and a set of reusable content blocks (`@azalea/sections`).The backend runs on Convex, a serverless platform with a real-time cloud database. It holds issues, sections, media, users, birthdays, and editing locks so two editors don't clobber each other's work. The frontend deploys to Vercel with continuous deployment, the backend lives on Convex Cloud, and a few custom scripts handle production deploys and storage migrations.## The admin dashboardMost of the work went into the CMS. Editors create, edit, publish, and archive issues, and build each one from 18+ section types like spotlight, chief's corner, events, carousel, podcast, and birthdays. Rich text editing uses Tiptap, sections reorder with drag-and-drop via dnd-kit, and images come in through a media library built on react-dropzone. There's sign-in, concurrent-editing locks, a stats overview for issues and drafts, and a light or dark toggle.## Styling and integrationsStyling is Tailwind CSS 3.4 with the typography and forms plugins, a custom Azalea palette (green `#016f53`, peach `#FFE6D6`), and Montserrat paired with Georgia. Convex drives all the real-time queries and mutations. An OG image proxy route keeps links previewing correctly in WhatsApp and other apps, and anything user-facing is run through sanitize-html and DOMPurify to keep XSS out.

  • SGMC Resident Guide

    2024 - present · React, TypeScript, Netlify · featured · Active

    Searchable clinical resource hub for internal medicine residents**Status:** Active**Timeline:** 2024 - present**Visit site:** [sgmc-resident-guide.netlify.app](https://sgmc-resident-guide.netlify.app)**Technologies:** React, TypeScript, Netlify---The Resident Guide is a single place for SGMC Health internal medicine residents and interns to find what they need on shift: clinical references, ward notes, specialty guidelines, and on-call resources, all searchable.During residency the useful stuff tends to scatter across emails, paper handoffs, and shared drives, and none of it is searchable when you actually need it. This pulls the most-used resources into one fast page that works well on a phone at the bedside.What's in it:- A searchable library of clinical resources by specialty (cardiology, pulmonology, infectious disease, nephrology, and more) - Sections for rotations, committees, policies, didactics, and on-call guidance - Documentation templates and quick references - A clean, distraction-free reading view

  • Post-Paracentesis Albumin Calculator

    2026 - present · HTML, JavaScript, Tailwind CSS, PWA & Netlify · clinical · Active

    Albumin dosing and Epic order builder for large-volume paracentesis**Status:** Active**Timeline:** 2026 - present**Visit site:** [albumincalculator.netlify.app](https://albumincalculator.netlify.app)**Technologies:** HTML, JavaScript, Tailwind CSS, PWA & Netlify---This calculator works out how much albumin to give after a large-volume paracentesis and builds the full Epic order to match. You enter the liters removed; it returns the dose, rounds it to whole 25 g bottles, works out the volume and rate, and tells you whether albumin is even indicated.The math is simple, 8 grams per liter removed, but the order around it is fiddly: rounding to bottles, a volume that changes with the product, a rate that has to match the duration, and an Epic order set with dozens of fields for what is really a single one-time dose. The tool keeps those small decisions in one place so they aren't carried in your head at the bedside.A few things it does:- Doses at 8 g per liter removed, rounded to whole 25 g bottles, with the raw and rounded amounts shown side by side - Flags when albumin isn't needed (5 L or less), when it's indicated regardless of volume (ACLF), and when a session goes past 8 L - Links volume, rate, and duration so setting any one fills in the rest, for both 25% and 5% albumin - Builds a complete, copyable Epic order with frequency preset to Once - Installs to a home screen, works offline, and has light and dark modeIt's a single HTML file with vanilla JavaScript and Tailwind CSS, shipped as a progressive web app on Netlify. It's a clinical decision support tool, meant to back up clinical judgment, not replace it.

  • DeckLabs

    2026 - present · Next.js, Tailwind CSS, PWA & Netlify · clinical · Active

    Examiner-style ABIM board-prep flashcards**Status:** Active**Timeline:** 2026 - present**Visit site:** [decklabs.netlify.app](https://decklabs.netlify.app)**Technologies:** Next.js, Tailwind CSS, PWA & Netlify---DeckLabs is a private study app I built for ABIM board prep. It takes dense review decks and turns them into clean, examiner-style flashcards. The front of each card is a real exam-style question and the back is a focused explanation. You log in, study by subject, flip through cards, rate how well you knew each one, and the app remembers where you left off so you can pick back up later.The idea came from how I actually study. Long review documents are thorough but hard to drill from. Rewriting that material into one question per card, phrased the way the exam asks it, turns each card into a quick self-test instead of a wall of text to reread. Right now there are around 10,900 cards organized by subject, so I can work through one area at a time.A few things it does:- Examiner-style cards, with a real question on the front and the explanation on the back - Cards grouped by subject so each study session stays focused - A quick rating on every card to flag what needs another pass - Saved progress that picks up exactly where you left off - Private, members-only access behind a login - Installs to a home screen and runs without a reliable connectionOn the build side, it is a Next.js app on the App Router, styled with Tailwind CSS in a bold, high-contrast look. It ships as a progressive web app with a web manifest and offline support, and it deploys on Netlify.

  • Abx Advisor

    2026 - present · React, Vite, PWA & Netlify · clinical · Active

    Empiric antibiotic guidance from clinical guidelines and a local antibiogram**Status:** Active**Timeline:** 2026 - present**Visit site:** [abxadvisor.netlify.app](https://abxadvisor.netlify.app)**Technologies:** React, Vite, PWA & Netlify---Abx Advisor helps you pick empiric antibiotics. You give it the infection syndrome and a few patient details, point it at your hospital's antibiogram, and it returns a ranked set of regimens with first-line and alternative options. The recommendations follow Sanford Guide, IDSA, and OpenEvidence. It installs as a progressive web app, so it works on a phone at the bedside even without a solid connection.Empiric coverage is a lot to hold in your head at once. You're weighing the likely bugs for the site of infection against local resistance, the patient's allergies, and their renal function, usually while the clock is running. The app keeps that reasoning in one flow so you can start something defensible and narrow it down once cultures are back.You start by choosing the infection site: skin and soft tissue, respiratory, ENT, genitourinary, intra-abdominal, bloodstream, pelvic, tick-borne, and more. Then you add context like a penicillin or beta-lactam allergy, MRSA or Pseudomonas risk, and whether you want oral or IV.A few things it does that I find useful:- Tunes coverage to your own antibiogram (E. coli, Klebsiella, Pseudomonas, MRSA and MSSA, S. pneumoniae, Enterococcus, and others) - Drops beta-lactams and offers safe alternatives when there's a penicillin allergy - Adjusts doses for creatinine clearance - Groups options by drug class, including antifungal, antiviral, and antiparasitic agents - Installs to a home screen and runs without a reliable connection - Stays clearly educational, meant to back up clinical judgment rather than replace it

  • Acute HF Predischarge Risk Calculator

    2024 - present · React, TypeScript, Netlify · clinical · Active

    Estimates 90-day heart failure hospitalization and death risk at discharge**Status:** Active**Timeline:** 2024 - present**Visit site:** [ahf-predischarge-risk-calculator.netlify.app](https://ahf-predischarge-risk-calculator.netlify.app)**Technologies:** React, TypeScript, Netlify---This calculator estimates the chance of heart failure hospitalization or death within 90 days of discharge. It runs on four inputs and is meant to be quick enough to use on rounds.Readmissions after an acute heart failure stay are stubborn, and a lot rides on the discharge decision. A fast risk estimate helps with the call on disposition, how closely to follow up, and whether someone needs more optimization before they leave.It asks for four things: NT-proBNP, systolic blood pressure, left atrial volume index, and lung ultrasound B-lines. From those it places the patient on a 0 to 4 risk scale with plain-language guidance. You can expand any parameter to see what it means, which is handy for teaching, and copy a short summary straight into your note. The layout is built for a phone.

  • PCA Calculator

    2024 - present · React, Vite, Netlify · clinical · Active

    Patient-controlled analgesia dose calculator**Status:** Active**Timeline:** 2024 - present**Visit site:** [pcacalc.netlify.app](https://pcacalc.netlify.app)**Technologies:** React, Vite, Netlify---A dosing calculator for patient-controlled analgesia pumps. It helps inpatient teams set the infusion, demand dose, and lockout consistently instead of redoing the arithmetic by hand each time.PCA orders involve a handful of interlocking numbers (basal rate, demand dose, lockout interval, hourly limit), and they're easy to get wrong when you're busy. The tool does the math and shows sensible ranges for the common agents.It has agent-specific flows, calculates the basal, demand dose, lockout, and both the 1-hour and 4-hour limits, starts from conservative defaults with guidance inline, and works on a phone for on-call use.

  • DCPlanner

    2024 - present · React, Netlify · clinical · Active

    Discharge planning tool for hospitalized patients**Status:** Active**Timeline:** 2024 - present**Visit site:** [dcplanner.netlify.app](https://dcplanner.netlify.app)**Technologies:** React, Netlify---DCPlanner helps internal medicine teams keep track of everything a hospital discharge involves: medications, follow-up, equipment, transportation, and patient education.A good discharge prevents readmissions, but it means coordinating a long checklist across nursing, case management, pharmacy, and outpatient clinics. This keeps that checklist in one place so the team can see what's still outstanding.The checklist is grouped by domain (meds, follow-up, equipment, education), items toggle on and off with a clear visual state, and you can copy a handoff summary to paste elsewhere. It's built to use on rounds from a phone.

  • ACP-Equity Risk Index

    2026 - present · SvelteKit, Tailwind CSS & Netlify · clinical · Active

    Equity-focused advance care planning support for African-American patients**Status:** Active**Timeline:** 2026 - present**Visit site:** [acperitool.netlify.app](https://acperitool.netlify.app)**Technologies:** SvelteKit, Tailwind CSS & Netlify---The ACP-Equity Risk Index is a clinical decision support tool for advance care planning, built around a problem that is well documented but rarely tooled for. African-American patients complete advance care plans at much lower rates, and the reasons usually come down to trust, communication, and culture rather than the medicine itself.At the bedside you work through a checklist, ticking the barriers that apply to the patient. The tool scores them into a composite risk index, surfaces the barrier domains that are driving it, and then generates tailored intervention recommendations with conversation guidance you can use in the room.The barriers are grouped into domains such as medical trust (say, a patient who voices distrust of providers or the health system), health literacy, religious and spiritual values, family dynamics, and language and communication. Each domain carries its own weight, so the result points you at what matters most for this particular person instead of a flat checklist.The intervention side is where the AI augmentation comes in. Based on the dominant domains, it suggests concrete next steps like bringing in palliative care, involving a faith community leader, switching to language-concordant materials, or adjusting the pace and framing of the conversation, each tied to evidence on what actually moves ACP completion in this population.I built it in SvelteKit with Tailwind and put it on Netlify. It is a decision aid, not a substitute for knowing your patient.

  • Doctor's Dilemma

    2024 - present · React, Netlify · clinical · Active

    Internal medicine clinical knowledge quiz game**Status:** Active**Timeline:** 2024 - present**Visit site:** [ddilemma.netlify.app](https://ddilemma.netlify.app)**Technologies:** React, Netlify---A quiz game modeled on the American College of Physicians' Doctor's Dilemma competition. I built it so residents can practice rapid-recall trivia across specialties in the same game-show format.Doctor's Dilemma is a long-running ACP tradition where residency teams go head to head on medical trivia. Between the live events there's nowhere to rehearse, so this gives residents a way to drill, solo or in teams, with questions spanning the IM subspecialties.It runs on a buzzer-style flow, tracks scores, and supports both team and solo play. The question bank covers cardiology, pulmonology, infectious disease, nephrology, GI, endocrine, rheumatology, and more, and the whole thing is mobile-friendly.

  • NoteClean

    2024 - present · React, Netlify · clinical · Active

    Clinical note formatting and cleanup tool**Status:** Active**Timeline:** 2024 - present**Visit site:** [noteclean.netlify.app](https://noteclean.netlify.app)**Technologies:** React, Netlify---NoteClean tidies up messy clinical text. Paste in copy-pasted EHR output and it strips the artifacts, fixes spacing, normalizes section headers, and hands back something clean enough to paste straight back into the chart.Notes pulled out of an EHR usually arrive full of navigation junk, duplicate headers, ragged line breaks, and odd capitalization. Fixing all that by hand is slow and easy to botch, so NoteClean does the pass for you.It works paste-in, clean-out. It removes boilerplate header and footer text, normalizes whitespace and casing, and leaves the real structure (assessment, plan, problem list) intact. Everything runs in the browser, so no PHI ever leaves your machine.

  • Didactics Scheduler

    2025 - present · React, Firebase, EmailJS, Netlify · developer · Active

    Subspecialty lecture booking system for IM residency didactics**Status:** Active**Timeline:** 2025 - present**Visit site:** [didactics-scheduler.netlify.app](https://didactics-scheduler.netlify.app)**Technologies:** React, Firebase, EmailJS, Netlify---A scheduling app for booking subspecialty lectures for the SGMC Health Internal Medicine Residency program's 2026 to 2027 academic year. It replaced the old email-and-spreadsheet routine.Lining up didactic talks across subspecialists, residents, and chiefs is a recurring headache. The app shows which slots are open, takes a booking with the topic and format (virtual or in person), and emails the administrator, which turns a multi-day email chain into a couple of clicks.Under the hood it's a React single-page app on Netlify. Firebase holds the slot availability and booking state, and EmailJS sends the confirmations and admin alerts. The booking UI is public, while edits after a booking go through the administrator.The main pieces are a calendar of open and booked slots, a booking form that captures name, email, topic, and format, virtual or in-person selection, automatic confirmation emails, and a contact path for changes. It's mobile-friendly.

  • DotPhrase Search

    2024 - present · React, Netlify · developer · Active

    Searchable repository of Epic EHR dot phrases and templates**Status:** Active**Timeline:** 2024 - present**Visit site:** [dotphrasesearch.netlify.app](https://dotphrasesearch.netlify.app)**Technologies:** React, Netlify---A searchable catalog of Epic dot phrases and note templates. The idea is to find the right shortcut for a situation without scrolling through a wall of cryptic trigger names.Dot phrases are one of the better productivity wins in Epic, but institutional libraries grow into hundreds of entries with names nobody remembers. This indexes them by what they actually contain and what they're for, so you can search by intent rather than by trigger.You get full-text search across both the names and the expanded content, a preview of what each template expands to, one-click copy of the trigger, and tags by specialty and note type. It works on a phone.

  • PDFPresent

    2024 - present · React, PDF.js, Netlify · developer · Active

    PDF viewer and presentation tool with file management**Status:** Active**Timeline:** 2024 - present**Visit site:** [pdfpresent.netlify.app](https://pdfpresent.netlify.app)**Technologies:** React, PDF.js, Netlify---A browser-based PDF viewer and presentation tool with sign-in and file selection. I made it to present slides and documents in a clean, fullscreen view without installing a separate viewer or slide app.Lecture slides, journal-club PDFs, and grand-rounds decks often need a presentation-grade viewer: fullscreen, simple controls, and reliable on whatever device is in the room. PDFPresent does that with nothing to install.It gives you presentation controls for viewing, file selection and management, and authentication for private documents. Rendering runs on PDF.js, and because it all happens in the browser it works on anything with a browser.

  • SamuelEdusaMD

    January 2022 - present · Next.js 12, React 17, TypeScript, Styled-Components & Netlify · platform · Active

    Personal website**Status:** Active**Timeline:** January 2022 - present**Visit site:** [samueledusa.com](https://www.samueledusa.com)**Technologies:** Next.js 12, React 17, TypeScript, Styled-Components & Netlify---My personal website and portfolio. It's where my medical career and my software work sit side by side, as a running resume, a blog, and a place to show projects.I'm a physician who also builds software, and I wanted one site that could hold both halves of that without picking a side. This is it.## How it's builtIt's a Next.js 12 app that statically generates its pages, so it's fast and cheap to host. Pages live under `src/pages/` (medicine, software, blog, presentations, projects, contact), reusable components under `src/components/`, blog posts as Markdown with YAML front matter under `src/posts/`, and nearly all of the resume and project content sits in a single `siteconfig.json` so I can change content without touching components.The frontend is React 17 with TypeScript and Styled-Components for theming, using next/image for images and react-icons for icons. Posts are parsed with gray-matter, rendered with react-markdown plus rehype-raw, and code blocks are highlighted with react-syntax-highlighter in a custom dark theme. Reading time comes from the reading-time library, and the RSS feed is generated with Feed.## Look and extrasThere's a full light and dark mode that remembers your choice. Light is a warm cream (`#fff1e5`), dark is near-black (`#111`), and the accent is a tropical-rainforest teal (`#0a5e66`). Type is Lora for titles, Lato for body, and Yellowtail for the script header.A few things beyond the basics: a built-in PDF viewer (via `@react-pdf-viewer`) for slides and certificates, a set of Netlify serverless functions that push messages and files to Telegram, PWA support through next-pwa, and privacy-friendly analytics with next-plausible. It deploys to Netlify from Bitbucket and exports statically for the CDN, and the only server-side bits are those Telegram functions.

  • Samalla Clinic Ltd.

    November 2021 - present · StencilJS 2.14, Ionic Core 6, TypeScript, Markdown, Netlify & Bitbucket · platform · Active

    Official website of Samalla Clinic Ltd.**Status:** Active**Timeline:** November 2021 - present**Visit site:** [samallaclinicltd.com](https://www.samallaclinicltd.com)**Technologies:** StencilJS 2.14, Ionic Core 6, TypeScript, Markdown, Netlify & Bitbucket---The official site for Samalla Clinic Ltd., a healthcare facility in New Gbawe, Accra, Ghana. It covers the clinic's services, staff, health blog, and contact details for patients and visitors.The clinic wanted a proper presence online: somewhere patients could see what services are offered, check operating hours, read health articles, and find out how to get in touch. The blog side carries pieces on hypertension, diabetes, malaria, and other common concerns.## The stackIt's built with StencilJS 2.14 and Ionic Core 6, which compile down to standard Web Components, so it loads fast and runs about anywhere. TypeScript handles type safety and stencil-router-v2 does the routing. Blog posts are written in Markdown and rendered with the marked library.There's no database and no admin panel. Content lives in static TypeScript data files and Markdown, and updates happen in code and get redeployed from Bitbucket. Hosting is Netlify, including a small serverless function (getArticles.js) for the markdown. Contact-form submissions go to the clinic's Telegram channel through the Telegram Bot API, and Tawk.to provides live chat. Styling is hand-rolled CSS with variables, Playfair Display and Open Sans, and Ionic's utilities, with no external CSS framework. It's set up as a PWA with a manifest and icons, with the service worker turned off.## On the site- A services listing (OPD, in-patient care, ultrasound, laboratory, family planning, nutrition counseling, oncology) - A Markdown-powered health blog - Staff profiles and a Board of Directors section with resumes - A contact form with validation and Telegram notifications - The Tawk.to live-chat widget - Location and contact details with a Google Maps link - History and mission and vision pages - A mobile-first layout with breakpoints at 480, 768, 1024, and 1200px

  • Samalla Beach House Website

    September 2020 - present · StencilJS 2.14, Ionic Core 6, TypeScript, Telegram Bot API & Netlify · platform · Active

    Private beach house at Prampram, Ghana**Status:** Active**Timeline:** September 2020 - present**Visit site:** [samallabeachhouse.com](https://www.samallabeachhouse.com)**Technologies:** StencilJS 2.14, Ionic Core 6, TypeScript, Telegram Bot API & Netlify---A site for a beachfront rental in Prampram, Ghana. It shows the property off with photos and gives guests what they need to book a coastal stay.The Samalla Beach House needed a presence online to bring in visitors and lay out the property, the amenities, and how to reserve a stay on the coast.## Under the hoodThe site is built with StencilJS 2.14, which compiles reusable UI into Web Components, paired with Ionic Core 6 for the mobile-friendly pieces like slides, modals, and icons. It's TypeScript with TSX templates, routed by stencil-router-v2, and built and prerendered through the Stencil CLI. Stencil's Jest-based spec and e2e runners cover the tests. The output is a static site that drops onto Netlify or any static host. The whole thing comes to about 15 custom Web Components (hero, gallery, amenities, rooms, location, contact modal, and the rest).There's no database. Reservation forms post straight to a private Telegram channel through the Telegram Bot API, which doubles as a lightweight booking dashboard. Guests can also reach out over WhatsApp, Instagram, Facebook, Twitter, or email, and an embedded Google Map shows where the house is.## What's on it- A photo gallery with a swipeable slider and navigation controls - A reservation form wired to Telegram notifications, so bookings land in real time - Sleeping arrangements (two bedrooms with queen beds and one sofa bed) - 17 amenities, including a kitchen, A/C, beachfront access, and free parking - An embedded Google Map with directions - A house-rules section - Contact options across WhatsApp, email, phone, and social media - Fast-loading Web Components with optional prerendering

  • Samalla Clinic Ltd. Billing App

    January 2020 - present · Ionic, Bitbucket & Netlify. · platform · Active

    Samalla Clinic Ltd. billing applicationA billing and invoicing app I built for Samalla Clinic Ltd. to handle patient billing, generate invoices, and track payments.The clinic wanted to get off paper and run its billing in one place. The app takes the whole flow, from registering a patient through generating an invoice and recording the payment.It's built with Ionic, so the same app works on desktop and mobile, and it's deployed on Netlify with the code kept in Bitbucket. It covers patient billing, invoice generation, and payment tracking, and being cloud-hosted it's reachable from any device.

Blog

Full article text for every post above is available in one file at https://samueledusa.com/llms-full.txt.

Preferred Citation

Edusa, S. (2026). Samuel E. Edusa, MD. https://samueledusa.com

APIs & Data Endpoints

Contact for Collaboration

Physician with over a decade of clinical experience and 8+ years as a software engineer, a path that started in front-end engineering, moved through full-stack development, and now centers on agentic AI engineering. The two careers feed each other: medicine shows where healthcare technology falls short, and hands-on engineering across the stack makes it possible to build something better. The focus is AI applications that save physicians time and improve patient outcomes, with particular attention to the workflow bottlenecks and decision-making challenges that fill a clinician's day. That means designing around how clinicians actually work and turning complex clinical data into something they can act on. The underlying goal is technology that eases physician burnout without losing the human touch that good care depends on.

Frequently Asked Questions

Who is Samuel E. Edusa, MD?

Samuel E. Edusa, MD is a physician and software engineer who bridges clinical practice and technology. An internal medicine physician with more than a decade of direct patient care and 8+ years as a software engineer, he serves as Chief Resident at SGMC Health, is ABIM board-eligible (June 2027), was named Intern of the Year and inducted into Alpha Omega Alpha, co-chairs the American College of Physicians Georgia Chapter Resident Council (representing South Georgia at ACP Leadership Day 2026 on Capitol Hill), and serves on the editorial board of The Hospitalist. He is co-founder of Super Genius Labs, where he builds agentic and voice AI systems, and performs in-home health evaluations as a physician with Signify Health (a CVS Health company). His work centers on AI-driven healthcare tools that reduce physician burnout while preserving the human elements of care.

What are Samuel Edusa’s areas of expertise?

Healthcare AI, clinical informatics, agentic and voice AI systems, Epic EMR optimization, internal medicine, large language models, medical education, and physician workflow automation.

What Epic EMR experience does Samuel Edusa have?

Through his Epic & Clinical Informatics work at SGMC Health, he helped implement Epic’s “Notify Me” result-notification alerts so residents are notified when labs and imaging return, designed a hospital-wide Physician Communication note type, optimized tube-feed order sets and built SmartPhrases for the nutrition team, standardized resident documentation templates for H&P, progress, and discharge notes, and trained first-year residents on the Epic ASAP emergency module.

What healthcare AI and software projects has Samuel Edusa built?

His projects include clinical decision tools such as Abx Advisor (empiric antibiotic guidance), the Acute HF Predischarge Risk Calculator, PCA Calculator, DCPlanner, and the ACP-Equity Risk Index; medical education tools like DeckLabs (examiner-style ABIM board-prep flashcards) and Doctor’s Dilemma (an internal medicine quiz game); documentation utilities like NoteClean and DotPhrase Search; and platforms including the Azalea Report residency newsletter and the SGMC Resident Guide.

What is Super Genius Labs?

Super Genius Labs is an AI startup Samuel Edusa co-founded that builds AI agent teams to automate operations businesses would otherwise hire staff for. He leads development of Genius Care, an AI voice receptionist that answers healthcare practices’ calls 24/7, verifies insurance, and books appointments directly into the EMR.

What is ConsultChain?

ConsultChain is his research preprint, “Progressive Context Distillation Across Heterogeneous LLM Fleets for Token-Optimal Inference,” which explores routing inference across multiple large language models for token-optimal performance — reflecting his focus on agentic AI systems.

Where can I find Samuel Edusa’s resume or CV?

A complete plain-text hospital medicine resume is published at https://samueledusa.com/resume.txt. It covers clinical training and experience, licensure, certifications, leadership, teaching, clinical informatics and Epic work, software projects, publications and abstracts, presentations, honors, professional memberships, and community service, and it is kept in sync with the rest of the site.

How does Samuel Edusa use AI to reduce physician burnout?

He focuses on tools that remove documentation and workflow friction — reviewing ambient AI scribe trials, building note-cleaning and dot-phrase search utilities, and optimizing Epic templates — so clinicians spend less time on administrative tasks and more time with patients.