Teams at Lemurian Labs

Build and maintain the front end of a portable AI compiler: parsing, validation, and IR lowering from frameworks (PyTorch, StableHLO, ONNX, MLIR) into internal IR. Ensure operator coverage, collaborate with optimization and codegen teams, and improve correctness, tooling, and ingestion pipelines.

Design and implement code generation features for a heterogeneous AI compiler, optimize low-level target-specific code, apply parallelization and kernel generation techniques, use performance data to guide improvements, and collaborate with product teams to align compiler architecture with ML needs.

Founding member of the Developer Experience team building profiling, debugging, and performance-introspection tools for a compiler stack. Create client-side tooling to surface server-side compiler telemetry, expose hardware performance and interrupt data, develop GPU debugging visualizations, define debug/data-exchange formats, and collaborate with engineering teams toward internal and external tooling.