Perspectives on machine learning in cardiology, cardiovascular risk prediction, and the future of AI in clinical practice
How I trained an 8B Llama on my own cardiology papers, from extracting prose out of Word docs, to a first attempt that failed because I trained on single sentences, to a working model that drafts abstracts, methods, and discussions in my style on a Mac.
How I traced Mixbook's animated Movie feature to its data API, found that the browser builds the video instead of storing it, and rebuilt a downloadable MP4 from the raw photos and music with crossfades, Ken Burns motion, and the original title text
Notes on adding multiple languages and right-to-left support to a Next.js app, covering logical CSS properties, locale formatting tags, LLM-assisted translation, and two hydration bugs to watch for
How I keep a Supabase Postgres schema in version control without hand-writing migration files, using pg_dump snapshots, MCP-applied migrations, and a notes file for the things pg_dump can't capture.
How to configure multiple Supabase MCP servers in Claude Code so you can work across different organizations and projects without constantly logging in and out
A 50KB animation library was blocking my landing page render. Here's how I replaced it with CSS and gained 20 Lighthouse points in the process.
How a simple PDF upload feature turned into a multi-day debugging session across browser polyfills, build tracing, and Docker containers.
A practical guide to hosting static sites on Dokploy, including React SPAs, SSL certificates, and the networking gotchas that will save you hours.
A practical guide to running large-scale biomedical embeddings on GPU.
My experience using Doximity's new AI Scribe feature for cardiology documentation including setup and workflow.
How to create a lightweight, SEO-friendly blog using markdown files, JavaScript, and static HTML templates
Making Lab Data Easier to See for VA CPRS EHR
Deploy a R Plumber API on Heroku for serving machine learning models
Which US county has the highest variation in daily weather?
