Archive of Thoughts
Engineering notes, system breakdowns, and field reports. Each article opens directly in Google Docs — scroll right to browse the archive.
The Architecture of Agentic Knowledge Systems
Exploring the hybrid storage and dynamic routing systems that power Tesserin — the agentic knowledge engine I've been building for the last year.
Quantizing Vision Models for Edge Hardware
A deep dive into INT8 quantization tradeoffs using TensorRT and OpenVINO on Jetson Nano — what works, what breaks, and what the benchmarks actually mean.
Why PostgreSQL is the Only Database You Need
From relational data to semantic vector search with pgvector — how Postgres simplifies the modern stack and why I reach for it first on every project.
Hybrid Quantum-Classical Models: Lessons from RETINA-Q
What I learned building one of the first student-built hybrid QML medical imaging systems on PennyLane — the theory vs the very messy reality.
The TRIAGE-X Stack: AI in Critical Decisions
A technical breakdown of the architecture behind TRIAGE-X — the ₹5L hackathon-winning clinical AI triage system — from model selection to deployment.