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Writing
First-principles notes on agent systems and AI for traditional businesses. New posts land here without a redesign.
- Apr 2026
Building this portfolio
Why the site ships with the same process I'd bring to a client engagement — PRD, ADRs, ROADMAP, process-gate, agent-readiness, the whole thing in the open.
- Apr 2026
What I learned building micrograd and makemore from scratch
A foundations-first reading of Karpathy's Zero to Hero — why re-implementing the thing is the only way to understand the thing.
- Mar 2026
Notes on bringing AI to an MSME
WhatsApp, paper ledgers, Tally, and a few spreadsheets. What actually moves the needle, and what doesn't.
- Feb 2026
Migrating from Fastembed ONNX to Hugging Face TEI
The specific trade-offs, the retrieval quality delta on an institutional corpus, and why the infra complexity was worth it.