This blog will host engineering writeups about the projects in my portfolio — starting with the optimization arc behind edge-cbc-analyzer (going from a 1,061 ms sequential FP32 pipeline down to a 157 ms TensorRT FP16 deployment on the Jetson Orin Nano Super — a 6.8× speedup at 0.665 FPS/W).
On the way
- The edge-CBC engineering arc — TensorRT FP16 conversion, mask-quality trade-offs, mixed-precision pipelines, and the 30-minute thermal/drift validation that lets you actually trust an edge model in production.
- RAG that's measured, not vibed — the evaluation methodology I built for
zen-daily-wisdom, including bandit regret comparison and recall@5 metrics over 4,606 passages. - Multi-agent design as a real architecture, not a buzzword — patterns and anti-patterns from building LangGraph systems for shopping (GreenCart) and infrastructure observability.
In the meantime, you can follow my work on GitHub or reach out on LinkedIn.