Building KareBud: AI support with context
How a health companion combines voice journaling, structured context, and a Critic–Designer–Implementer prompt pipeline.
Writing / index
Build notes, model labs, and side roads.
Project case studies, reproducible offline experiments, engineering notes, cars, and whatever else is worth understanding in public.
- Read article
- Read article
Building an evidence-aware AI Resume Analyzer
A full-stack agent that combines a résumé, job description, and current company research without pretending generic feedback is personalized.
- Read article
ZenTree Tabs: embeddings are signals, not reasoning
A technical report on MiniLM embeddings, deterministic grouping, confidence scores, and the reasoning layer behind an on-device tab organizer.
- Read article
Rebuilding my digital home, again
Why this portfolio moved from a compact destination page to a writing-first home for projects, experiments, and everything outside code.