Yicheng Ethan Doe
Senior Compiler Engineer @ Amazon Web Services (AWS)
About
Deep Learning Compiler for ML models. Firmware development, Linux Kernel/Driver, and OS-level system software.
United States
Greater Seattle Area
Computer Software
Machine Learning, Deep Learning, Algorithms, C++, C, C#, Python, PyTorch, Tensorflow, Firmware, CUDA, Gurobi, Integer Programming, Linear Programming, Reinforcement Learning, Linux Kernel, Linux Application Development, Windows software development
Experience
Senior Compiler Engineer
Amazon Web Services (AWS)
Seattle, WA
Annapurna Labs. Graviton performance on PyTorch. Neuron ML Compiler optimization/robustness for Trainium/Inferentia.
Senior Software Engineer
Microsoft
Bellevue, Washington, United States
Deep learning compiler for ML models. Mixed-Integer Linear Programming algorithms for graph partitioning problems. FPGA acceleration for NLP models (Project Brainwave). GPU kernel development (DeepSpeed).
Systems Software Engineer
Hewlett Packard Enterprise
Taipei, Taipei City, Taiwan
Defined firmware specification and architecture of HPE iLO (BMC) Adaptive ProLiant Management Layer deployed on all HPE servers. The goal is for iLO to meet IPMI standards and thermal requirements as well as to have abstracted view of I2C bus topology. Designed and implemented Windows toolset for Platform Abstraction Layer including compiler, firmware flash utility, and thermal statistics tool.
Senior Software Engineer
HTC
Taipei, Taiwan
Designed and built the Software Input Panel (SIP) framework in C++/STL on Windows Mobile platform. The framework employs a flexible data-driven design and improves UX and memory footprint by implementing delayed-loading and LRU cache policy.
Education
Binghamton University
Computer Science
National Central University
Mechanical Engineering
Yicheng Ethan Doe's Contact Information
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