Abdelkerim Dassi — Writing https://abdelkerimdassi.com/writing Notes from the field — RAG, LLMs, and production AI. No benchmarks, no hype: what actually broke and what fixed it. en What a $250 Box Can Actually Do: Jetson Orin Nano https://abdelkerimdassi.com/blog/jetson-orin-nano https://abdelkerimdassi.com/blog/jetson-orin-nano Thu, 11 Jun 2026 00:00:00 GMT A full DeepStream + TensorRT vision pipeline on a palm-sized $250 box — and the traps that cost me a week. Edge AI from a real deployment. Arabic Broke My RAG. Here's What Saved It. https://abdelkerimdassi.com/blog/arabic-rag https://abdelkerimdassi.com/blog/arabic-rag Sun, 10 May 2026 00:00:00 GMT I shipped a chatbot in Egyptian Arabic. The first day, retrieval found almost nothing — until I changed six small things. From a real production deployment. I Used Pip for Years. Poetry for Teams. Then Uv Showed Up. https://abdelkerimdassi.com/blog/pip-poetry-uv https://abdelkerimdassi.com/blog/pip-poetry-uv Wed, 15 Apr 2026 00:00:00 GMT The quiet tool choice behind every Python project. An honest comparison of pip, poetry, and uv from a working AI engineer. RAG in Production: What Nobody Tells You https://abdelkerimdassi.com/blog/rag-in-production https://abdelkerimdassi.com/blog/rag-in-production Sun, 15 Mar 2026 00:00:00 GMT Beyond basics — chunking strategies, retrieval quality, re-ranking, and the subtle failures that kill accuracy in real deployments. Written from 3 production systems.