PHYSICIAN • DEVELOPER • AI CONSULTANT
I'm Dr. Reynold Duclas Jr. — an anesthesiologist and developer. I help doctors and professionals leverage AI in a healthy, productive way that unlocks time for inner peace and fulfillment.
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PROJECTS
I build for demos and for real life. Here's some of what's in progress.
The Tamamie AI Healthcare Data Standard — an audit-grade event logging system for healthcare AI decisions. Think of it as the GAAP of healthcare AI: a universal way to record what the AI recommended, what the clinician did, and why. Co-founded and actively developing.
tamamie.com →A privacy-first voice-to-text tool built for professionals who need their sensitive information protected. Everything is kept completely local on your computer rather than sent to the cloud, guaranteeing zero HIPAA risk and zero latency. Talk naturally—Murmur handles the rest.
mur-mur.io →A medical translation PWA with a Python FastAPI backend, Supabase database, HIPAA-compliant architecture, and text-to-speech. Built for real clinical use — deployed and running on Vercel.
translate.theaidoc.ai →A full-stack, AI-powered healthcare recruiting platform for anesthesia providers. Features an AI career copilot, automated resume parsing, and a premium recruiter CRM. Built to modernize an industry still running on legacy technology.
hey-anesthesia.com →A real estate portfolio intelligence platform built for independent investors. It combines Bloomberg Terminal's financial depth with Palantir Foundry's ontological data modeling, bringing institutional-grade analytics to middle-market housing and Section 8.
View Project →An ADHD-friendly adult piano learning web app. It features an integrated AI coach (running locally via Ollama or via cloud), real-time chord tracking, and personalized lesson sequencing. Built entirely with AI while reclaiming hours from clinical administration.
View Project →A "Capture-to-Insight" iOS/Android compiler for screenshots. Supabase auth, edge-function OCR, and local generative AI convert a chaotic camera roll into structured, exportable clinical/research bundles. Currently in active R&D.
Coming SoonAn early-stage experimental platform leveraging next-generation LLM APIs to standardize and automate post-operative patient education and recovery expectations. Currently in active stealth development.
Coming SoonMy sleep and wellness brand — an e-commerce store on Shopify. This is the umbrella brand that ties together my work as a physician, educator, and entrepreneur.
fastasleepmd.com →THE MISSION
The goal isn't just to teach you a few tricks. The goal is total autonomy. I build alongside professionals who want to stop relying on generic SaaS platforms and start building personalized systems that actually work for their specific needs.
In the operating room, I manage complexity under pressure. That same precision drives what I teach: how to build reliable, high-leverage software that reclaims your time and reduces your friction, without expecting you to be a career software engineer.
Whether through the newsletter, the free guides, or the upcoming course, my mission is to give you the confidence to architect your own solutions and the freedom to spend your time on what actually matters.
"I study AI not just as technology, but as a lens to understand intelligence—and to give you the leverage to augment your own."
THE VALUE
My background isn't a resume—it's the foundation of how I accelerate your learning curve and solve your real-world problems.
I practice clinically. I understand your schedule, your constraints, and the exact friction points you face daily.
I teach you how to build real, scalable systems—not just toy prompts. We move beyond parlor tricks into reliable architecture.
I show you how to leverage these tools to reclaim your time, optimize operations, and potentially monetize your new technical skills.
You get the benefit of a foundational engineering mindset applied to modern, fast-moving AI tools.
You learn from someone actively in the trenches building frontends and backends daily, ensuring you learn what works right now.
You gain insight into how to identify painful problems in medicine and effectively deploy technology to solve them in the real market.
THE COMMUNITY
For doctors, nurses, PAs, and pharmacists who are tired of drowning in admin work and want to use AI to take back their time. Inside, you'll get step-by-step playbooks that save you 3–5 hours per week using AI — no coding or tech background required.
Every week, a new 15-minute playbook drops. Open it. Follow the steps. Walk away with something built that solves a real clinical or operational problem.
Access an expanding library of tested AI workflows, like the 5-Minute Literature Review, Inbox Zero for Clinicians, and the Prior Auth Appeal Generator.
No theory. No fluff. Every playbook follows a strict format designed to be completely replicable in 15 to 30 minutes between patients or shifts.
Join a private community of forward-thinking healthcare professionals posting their wins, sharing custom builds, and answering questions in "The Lab".
Get immediate access to the Playbook Library.
THE COURSE
By the end of this course, you will have built 10 real tools, achieved total confidence in your technical abilities, and reclaimed hours of your life each week. No prior coding experience required.
This isn't a lecture series about "the future of AI." This is a live, intensive incubator where you will build working solutions alongside me, transforming yourself from an AI spectator into a highly capable architect of your own workflows.
You won't just learn theory. You will walk away with ten functional, deployed applications that solve immediate clinical and operational problems.
Demystify agentic engineering and "vibe coding." Gain the mastery to look at any workflow bottleneck and know exactly how to automate it.
We're pursuing CME accreditation so you can hit your professional requirements while dramatically upgrading your technical skillset.
Be the first to know when enrollment opens.
Whether you're a doctor curious about AI, a collaborator with an idea, or just want to say hello — I'd love to hear from you.