Writing
Public notes and articles I’ve shared on LinkedIn. They’re intentionally practical and NDA-safe, focused on what it takes to ship AI in real clinical systems.
A citable technical report describing the design, implementation, and evaluation of a local-first, privacy-preserving personal health AI architecture.
What I took away from ASTRO 2025: the community isn’t waiting for AI. It’s pushing for readiness, trust, and real impact.
Why planning is the right starting point for RadOnc AI, and what clinics should do now to be ready for what’s coming.
A fun hands-on build: a lightweight AI helper that revived my garden on a tiny budget, plus what it taught me about shipping fast.
Curated data helps, but real-world messiness matters. A practical take on how data choices shape model behavior and trust.