I work on getting models to actually run in production
mostly working on async pipelines, inference servers, and messy real-world data
ml infra distributed systems llm systems
flint – NL to DAG compiler for ML pipelines
orbis-ml – xlm-roberta classifier with multi-stage pipeline across 120+ countries
falcon – inference server with FastAPI, nginx, multi-worker setup
audit-ai – finds compliance issues in clinical text