Python watchtower: 3.10 to 3.13
Official CPython changelog files from `/Misc/NEWS.d/` are treasure trove. I’ve highlighted some things per major version. Last updated 2025-10-21
Writing on AI in healthcare, pharmaceutical technology, and software engineering.
Exploring the intersection of pharmacy, artificial intelligence, and software development. Sharing insights on building healthcare technology, working with LLMs, and bridging clinical practice with code.
How I learned to build production-ready RAG systems: A practical learning path
From toy demos to enterprise systems handling 50K+ documents. Here's the actual learning path I followed, what worked, what didn't, and the skills you really need to build RAG systems that companies pay for.
Building RAG systems at enterprise scale: Lessons from 10+ implementations
What actually matters when building RAG systems for enterprises with 20K+ documents. Lessons from pharma companies, banks, and law firms—the hard truths tutorials never cover.
Using large language models to improve medication safety
Medication errors harm millions of patients annually. Can LLMs help catch errors before they reach patients? Here's what I learned building an AI-powered medication safety system.
From dispensing medications to deploying code: My journey into software engineering
After five years as a pharmacist, I made the unconventional decision to transition into software engineering. Here's what I learned about bridging two seemingly different worlds.