May 2025 to Present
Independent · AI Infrastructure & Applied LLMs
Independent AI Engineer & Builder
- Designed and built an LLM pipeline engine with a C++ execution core and a Python node API, keeping the execution loop fast while extension nodes block, fail and retry without stalling the graph.
- Built multi-agent systems on CrewAI with prompt engineering, RAG and tool/function calling, including an adversarial review loop that scores its own confidence for downstream consumers.
- Deployed a production voice ordering agent with time-aware greetings, advance-order handling and dynamic variable injection, running live for a restaurant, and shipped the React and Next.js interfaces over it: streaming responses, tool-call visualization and agent traces.
- Trained humanoid locomotion policies with PPO in MuJoCo and Isaac Lab, building the simulation and evaluation tooling around them.
- Competed in AI and robotics hackathons including Physical AI Hack, Greptile at YC and MongoDB Build Lab, shipping prototypes in 24 to 48 hours.

