👋 I'm Simon.
I work on Systems for Machine Learning @anyscale.
- Ray takes your Python code and scale it to thousands of cores.
- Ray Serve empowers data scientists to own their end-to-end inference APIs.
I love doing research @ucbrise:
- SoCC 2020: InferLine: ML Inference Pipeline Composition Framework studies how to optimize model serving pipelines.
- VLDB 2020: Towards Scalable Dataframe Systems formalizes Pandas DataFrame.
- The OoO VLIW JIT Compiler for GPU Inference tries to multiplex many kernels on the same GPU.
Reach out to me: simon.mo at hey.com