I build and ship production ML and LLM systems end to end, from training pipelines to the infrastructure that serves them.

AI Research Software Engineer building and shipping production machine-learning and LLM systems end to end: data and training pipelines, model serving, retrieval-augmented generation, evaluation harnesses, and the MLOps and cloud infrastructure around them. Experience spans a queue-driven and microservice based solutions on AWS platform running large-scale batch LLM inference. with a research background in neuro-symbolic and reinforcement learning. Comfortable working in polyglot stacks.