AI Systems Engineering
Deep dives into voice AI, fine-tuning models, realtime infrastructure, RAG systems, LLM engineering, and production AI architectures.
Written by an engineer who ships, for engineers who ship.
Voice AI
RAG
Fine-Tuning
What ships in every issue
That separates engineers who ship from engineers who scroll.
PSTN → SIP → RTP → LLM pipelines. How audio travels through the stack and where latency hides.
Voice AI · Realtime Infra
Retrieval pipelines, context windows, chunking strategies, and the evals that tell you if any of it works.
RAG · LLM Engineering
Infrastructure decisions, tradeoffs, and system diagrams from AI products actually running in prod.
Production AI · Fine-tuning
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Senior Engineer
AI enthusiast building AI-powered products. I help founders turn AI ideas into things that actually ship.