Design, implement, and maintain production LLM agent pipelines, MCP integrations, and RAG systems using Python (FastAPI, LangChain) and TypeScript/React. Use AI-assisted tools (Claude Code) daily, participate in code reviews, write unit/integration tests, diagnose and fix production issues, translate requirements into production-ready code, document architecture and APIs, and contribute to planning and system design improvements.

Design, build, deploy, and maintain high-quality software and AI solutions for investment management. Break down complex problems, write well-tested code, mentor teammates, collaborate cross-functionally, troubleshoot production incidents, and ensure scalable, secure integrations while prioritizing client satisfaction.