👋 I'm Simon.
Currently, I'm a PhD student at Berkeley Sky Computing Lab for cross cloud applications. Focusing on @skyplane-project at the moment.
I previously work on Prediction Serving System @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.
Before Anyscale, I was a student researcher @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