Aengus Tran
Co-founder + CEO of Harrison.ai (clinician-led diagnostic AI for X-rays/scans, expanding to the US); inventor of IVY, an AI model that selects the best IVF embryo.
Doctors, nurses, pharmacists and other clinically trained people who do not just use software; they ship it. Every entry is verified: a real clinician, a real, personally built artefact.
Curated from a continuously running monitoring pipeline across Reddit, X, LinkedIn and the health-tech press. Updated three times a week, automatically.
54 verified clinician-builders. Evidence tags reflect how thoroughly the shipped work could be independently confirmed.
Co-founder + CEO of Harrison.ai (clinician-led diagnostic AI for X-rays/scans, expanding to the US); inventor of IVY, an AI model that selects the best IVF embryo.
Web app for surgical trainees to log operative cases; built largely solo.
Building Bolus (bolus-app.fr), a drug-reference and dose/rate-calculator app for French nurses and midwives; the app and its live Next.js landing site are personally coded by her (currently pre-launch: waitlist plus beta recruitment).
Medkit (voice-first AI patient simulator; gold-medal Anthropic Opus-4.7 hackathon); IVF embryo-quality model with Acibadem; prescription Chrome extension on the Turkish e-signature system; Speaky; an ed platform reaching 100k+ students.
Maintains pyomop, fhiry, dhti and other OHDSI/FHIR Python packages under his own GitHub account.
Built and shipped MoodQuad, an iPhone/Apple Watch HRV mood-forecast app live on the App Store (Medical category) under his one-person LLC Mind Relief Studios, plus Mind Relief: Service & Recover published under his personal developer name; currently building SignalWell, an on-device voice-drift mood mirror.
Co-founder ConsultNote.ai (one of the first commercial AI scribe + diagnostic-assist tools for GP consults; runs locally, no PHI retained).
OpenMFM.org: live open-source MFM platform with 141+ presentations and 15 interactive clinical tools incl. FGRManager (SMFM #52 surveillance/delivery-timing), ECV Success Calculator, Fetal Growth Biometry Calculator; plus preeclampsia-screener.com and codecraftmd.com (AI documentation/billing).
MedTools.ca (clinical calculators), LungAcademy.com, an AI-powered prednisone taper calculator and a bronchoscopy diagram creator, all listed as his own projects on colinwhaley.com; book with Brush Education (2026). Earlier Healthy Debate writing (2022-23).
Almanac (RAG-grounded clinical Q&A, one of NEJM AI's most-cited papers); founder/CEO Almanac Health ($10M seed). Previously led health AI at Hugging Face.
Built BID Artifacts (bid.davidduque.com), an AI-powered progressive web app that automates the briefing-intraoperative-debriefing framework for competency-based plastic surgery residency training; peer-reviewed in PRS Global Open 14(8), Aug 2026 (PMID 42583509), which states it was 'developed entirely by a practicing plastic surgeon using AI-assisted coding, without an engineering team'.
Three interactive, data-driven advocacy platforms built in under a week with conversational AI and deployed on Cloudflare Pages: The ZIP Code Lottery (limb-loss risk tracked against address, with interactive Los Angeles County maps), the National Amputation Heat Map, and the Every 20 Seconds Global Limb Threat Index. Written up in Surgery (2026); one of the first peer-reviewed clinician-vibe-coded software publications.
Co-founder + CEO of Glass Health (AI clinical decision support + ambient scribing; YC W23).
StatSoftPMC, an open-source R Shiny application that scans full-text open-access articles in PubMed Central and automatically extracts which statistical software packages and versions are reported. Vibe-coded solo (initial code from Google Gemini, refined with Anthropic Claude, revised by him as the human expert), shipped on GitHub under MIT licence, deployed to shinyapps.io, and underpinning a peer-reviewed tool paper in BMC Research Notes (June 2026) accepted for presentation at RSLA26. A second solo Shiny app, SciBudgApp, confirms the pattern.
Built DentVault, an open-source dental clinic/patient management app (Svelte, local-only data; sole contributor, 29 commits), and previously Cephalyzer, a cephalometric analysis app he describes as a Claude Code competition winner ('Everything, in its entirety is written by claude').
Global Medicines Atlas: an evidence-first Python toolkit for comparing medicine regulatory approval, public funding, formulary status and terminology across jurisdictions, with adapters for NZULM/NZMT, Drugs@FDA, PBS and EMA. Ships as a Python package with a CLI, a read-only REST API and a server-rendered atlas site, backed by DuckDB/Parquet storage with provenance receipts and CI evidence gates. Sits within a prolific personal portfolio of nearly 200 public repos, including health-economics tooling such as voiage and nztaxmicrosim.
'MyDoctor' app on Health Compass (booking, prescriptions, habit/nutrition tracking, AI symptom checker on DeepSeek API + NICE-guideline logic).
A personal portfolio site on GitHub Pages hosting three self-built, browser-based clinical tools: a DKA clinical decision support tool grading severity from blood glucose, pH, bicarbonate, potassium, ketones and mental status; a medication, IV infusion and drip-rate calculator; and a keyword-based evaluator scoring paired AI-generated medical responses against clinical criteria. All three render live and run entirely client-side in vanilla HTML, CSS and JavaScript, built solo over three days.
Co-creator of MDCalc (used by ~70% of US physicians, started 2005 as a med student); founder of Offcall; author of the Physicians' Charter for Responsible AI.
Launched OnWard, an AI medical-training platform replacing paper logbooks with real-time learning around actual patient encounters; commercial launch later in 2026 with 100+ doctor-written condition modules.
Built and shipped Run the Board: EM Sim, an iOS simulator of the ABEM certifying oral exam with AI-driven case scenarios, real POCUS clips and 12-lead ECGs (App Store id 6772322725), plus a second iOS game, ED Rush (id 6759456999); the App Store seller is James Napolitano personally.
A dental practice-management style app (YouTube: 'Dentist vibe codes a dental app').
Builds at MiBA on AI clinical-decision support, toxicity-monitoring automation and EMR data extraction for community oncology practice.
InstaDoc (instadoc.health): live telehealth platform (launched 2026-07-01) with free literature-grounded AI symptom assessment plus $1-entry clinician-reviewed referral letters, online prescriptions and sick notes; AI recommends, licensed human clinician approves.
Pharmacy AI agents at TJM Labs (July 2026 announcement: Vaccine Bot; '500,000 tasks/day across 450+ pharmacies'); earlier personal coding projects on GitHub and a blog on coding as a pharmacist (jonathanadly.com, dormant since Nov 2024).
Built GutGuide (a patient-education tool, runner-up) at the Physician AI Hackathon; advocate that physicians can now translate everyday-care ideas into working prototypes in hours.
mychart-takeout: a browser tool plus CDP CLI that exports a user's own health data from an Epic MyChart patient portal, with data staying local. A personal side repo distinct from his day-job employer's work.
Co-built Code Blue Co-pilot at the OOP 2025 healthcare AI hackathon (voice-to-text + real-time ACLS prompts during cardiac arrests); now at Ensis.
Claude Deck: a native Elgato Stream Deck plugin written in TypeScript that drives Claude Code across Terminal, VS Code and Claude Desktop, exposing live session status, permission keys and model/context dials. Personally authored and shipped on his own GitHub account.
Vibe-coded DPC "mega-app" ecosystem deployed across his multi-location practice: public lab-pricing calculator widget, unified patient timeline (messaging + EMR), Gemini-powered AI problem lists/summaries with citations, automated pre-visit summaries; scaled to secure multi-user multi-site deployment.
Personally built FHIR apps deployed in production at MedStar (antibiogram SSO embed in the EHR, cardiac-risk-score FHIR app in the Cerner provider workflow, ER document-surfacing tool); patient.dev (teaching patients to build FHIR apps, with his sample code); built/runs clinicians.dev community site with self-built data interactives + clinicians.build newsletter.
Co-founded Aster (with sister Fifi Kara) and built Atlas, a voice agent automating front-office work for practices; Aster acquired by Elation Health on 3 June 2026 to power its agentic operating system for primary care.
Lungy, an iOS breathing and lung-health app (Show HN 666 points, Jan 2023; Apple App of the Day 2025 per the app's bio), and Lungy Health for asthma/COPD with UCL; founder of Pia (domain lapsed). Posts on HN as 'lukko'.
Built sct, a local-first SNOMED CT toolchain in Rust that converts raw RF2 releases into NDJSON, SQLite, Parquet and FHIR terminology services with MCP/LLM tool use (399 of 457 commits his own). Second-largest committer on the RCPCH Digital Growth Charts API server, deployed nationally across the UK, where he also serves as Clinical Safety Officer. Lead author of the nhs-number Python package and runs Discourse-based health-tech forums including Open Health Hub through Baw Medical Ltd.
Built Hermes, a SNOMED CT library and microservice with cross-maps, inference, fast full-text search, autocompletion, compositional grammar and expression constraint language support.
Self-described computational gastroenterologist and open-source software developer; maintains multiple personal data-science and training repos alongside clinical practice.
Built and launched Moonlighter, an EM physician salary-transparency platform now holding over 600 verified compensation submissions.
Built and shipped the Obesity Trial Explorer, a free live index of every active phase 2 and 3 obesity drug trial at michaelalbertmd.com/trials: it pulls from the ClinicalTrials.gov API v2 at page load, with search, phase and recruitment filters, sorting and CSV export (331 active studies with a live-refresh timestamp on 2026-08-11). His practice also ships a physician-built GLP-1 Prior Authorization Navigator generating medical-necessity and appeal letters.
PostVisit AI, a patient-facing platform to understand and act on medical results; built solo, reportedly acquired by Abridge.
Usual GP Continuity Analyser: a browser-based tool for EMIS practices that scores Usual GP accuracy, mean UPC and consultations with the recorded Usual GP, then generates a ranked recode list; it runs entirely client-side with nothing uploaded or stored. Also ships an Appointment Simulator (slot holdback and workforce-mix trade-offs), an Octopus API energy analyser, and an AI-built multiplayer game.
ICU OnePager (multilingual crowd-translated critical-care infographics); Critical Care Time podcast; multiple GitHub repos (43).
Built AudioScholar (audioscholar.cc) with Lovable: a free live web app that turns medical papers into ~10-minute audio briefings, with specialty weekly podcasts and PDF-to-audio; also runs personal Claude Code 'Chief of Staff' agents (email/calendar/PubMed) internally.
Co-built Code Blue Co-pilot with Kayla Bassett at OOP 2025; ideated, co-designed and demoed the product. Writes hackathon guidance for nurses.
MeDucation AI (meducationai.com): live heme/onc board-prep platform with 1300+ physician-authored ABIM-style questions with PubMed citations, AI Notebook, mind maps, knowledge graph, PDF-to-quiz Learning Hub, FSRS spaced repetition; paid Stripe subscriptions and institutional licences.
Founder/CEO NurseBrain (a 'second brain' for nurses: workflow + paper-brain replacement, AI charting, HIPAA-compliant collaboration). Generations: Synapse, Axon.
Published nedis-ami-stroke-its, an MIT-licensed Python analysis pipeline for a nationwide NEDIS interrupted time-series study of AMI/stroke encounters during South Korea's 2024 junior-physician mass resignation; archived on Zenodo (10.5281/zenodo.21989231, v1.1.1) with all commits sole-authored.
Five iOS apps on the App Store, including Coeur Cosmique (an oracle card app), Pocket Nurse (a toolkit of eight tools for nurses) and NGAP Infirmier Liberal (home-health billing codes), plus seven healthcare websites including the nursing practice site arcachon.care. Built solo using Claude Code, Swift and SwiftUI.
Co-builder + CMO of OpenEvidence; led core medical AI / RAG work used by ~30% of US doctors.
Co-founder ConsultNote.ai (with Chris Irwin).
Co-founded Stanford Spezi, an open-source digital health framework; personally builds tools such as hospital-capacity and FHIRQuestionnaireTester.
Built Titria (titria.app), a doctor-supervised basal insulin titration app with patient app, doctor dashboard and AI chat, built with Claude and currently distributed as a direct Android APK (Expo/EAS build).
Moya Health, an iOS chronic health companion app for skin conditions (eczema, psoriasis, rosacea, seborrhoeic dermatitis), live on the App Store and launched on Product Hunt in August 2026.
MMEasy (mmeasy.org), a free web-based opioid dose-conversion calculator built around morphine milligram equivalents, converting a single dose between any two opioids in any direction (PO/IV both ways) with no login and no adverts, shipped as a Streamlit app behind an educational-use disclaimer; methadone and transdermal patch conversions planned. Built out of frustration at doing conversion maths on a scrap of tape stuck to his badge during residency.
Built react-advanced-odontogram, an interactive SVG dental odontogram and periodontal charting editor for React/TypeScript with HL7 FHIR R4 import/export, ICDAS scoring and 11 UI languages, published on npm (v2.4.0, Aug 2026) with a live demo; 56 stars / 21 forks with external contributors joining his project; wider self-built dental-software portfolio includes a Dental CBCT Viewer, an Angular odontogram port and DentalQuoteCreator.