Building RAG Pipelines That Actually Work in Production
Most RAG tutorials stop at the demo. Here's what I learned deploying retrieval-augmented generation for a real contract-review product used by legal teams daily.
Writing
Things I've written.
3 essays on AI, systems, and production engineering.
MCP Integrations: Connecting AI Agents to Real-World Tools
The Model Context Protocol unlocks a new class of agentic workflows. Here's how I wired Claude to internal APIs, databases, and third-party services in production.
Real-Time IoT at Scale: WebSockets, MQTT, and Lessons Learned
A breakdown of the architecture behind a national law-enforcement IoT dashboard and how we handled thousands of concurrent device connections without melting the server.
