Writing

TensorRT-LLM on an RTX A6000: Part 2 — Concurrency, TTFT, and the Benchmark Trap Pushing TensorRT-LLM under load on an RTX A6000: why synthetic prompt size misleads, why TTFT is a cleaner signal, and what it shows about Dynamo.
Jun 2026
TensorRT-LLM on an RTX A6000: Part 1 — GPU Passthrough, KV Cache, and Single-GPU Serving Serving Qwen2.5-7B-Instruct with NVIDIA TensorRT-LLM on a single RTX A6000 — Docker GPU passthrough, KV cache, prefill/decode, Dynamo, and parallelism strategies.
May 2026
Building AI Systems That Last Lessons learned from deploying computer vision in production logistics environments.
Mar 2026
Design-First Development Why I plan before I build, and how a design-first workflow changes the quality of the output.
Feb 2026
Tools I Use A snapshot of the tools, languages, and workflows I rely on in 2026.
Jan 2026