Usama Anser UsamaAnser1518

Usama Anser

🤖 I build the infrastructure layer behind LLM features, agent loops, tool calling, and evaluation
🔍 Big on observability: tracing, evals, and making agents debuggable when things go sideways
🛠️ Backend-heavy, with 4 years of production Rails and Python before the AI work
⚙️ Working with MCP servers and multi-provider LLM tooling
☕ Ask me about tool-calling loops, RAG pipelines, or why your agent keeps calling the same tool twice

_{Lahore, Pakistan}