AI Systems Engineer2024 – Present
LLM Agents & AI Integrations
Agentic AI wired into real workflows — OpenAI Agents SDK tool-calling, LangChain / LangGraph orchestration, and RAG memory over live data streams.
- OpenAI Agents SDK
- LangChain
- LangGraph
- RAG
- Vector embeddings
- TypeScript
- Python
Tool-calling
agents over live data
Multi-session
vector memory
Overview
Building AI into everyday products: LangGraph multi-step agent flows that coordinate tool usage, validation, and stateful reasoning; LangChain workflows for retrieval-augmented reasoning over fault and sensor data; and OpenAI Agents SDK tool-calling for real-time agentic reasoning.
A vector-based memory system enables contextual, multi-session diagnostics — grounding responses in prior context and keeping them fast, cheap, and accurate.