ML Compiler
Optimize and deploy ML models for real-time inference on robotic hardware.
What you'll do
- Build compilation and optimization pipelines for ML models
- Optimize inference latency and throughput for edge deployment
- Develop custom kernels and operators for target hardware
- Profile and debug model performance across platforms
- Collaborate with ML researchers to enable efficient architectures
What we're looking for
- Experience with ML compilers (TVM, XLA, TensorRT, or similar)
- Strong systems programming skills in C++ and Python
- Knowledge of GPU/accelerator architectures
- Experience optimizing neural network inference
- BS or MS in Computer Science or related field