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Thoughts on AI Engineering
Deep-dives on RAG systems, computer vision, and shipping AI that actually works in production.
March 18, 2025·8 min read
Building a Production RAG System That Doesn't Hallucinate
Most RAG tutorials show you how to get an answer. I'll show you how to get the right answer — reliably, at scale, with measurable hallucination rates under 2%.
RAGLangChainOpenAIVector DB
April 5, 2025·6 min read
Computer Vision on the Edge: Lessons from 5 Real Deployments
Running CV models on edge hardware is a completely different problem from running them in the cloud. Here's what five production deployments taught me about latency, quantization, and shipping hardware AI that stays working.
Computer VisionPyTorchONNXEdge AI