Ge Shi
Applied Scientist II at Amazon
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolGe Shi is an Applied Scientist II based in Seattle with a decade of experience at the intersection of machine learning, computer vision, robotics, and software engineering. He holds a PhD in Computer Science from UC Davis and has moved fluidly between research and production roles—contributing to recommender systems at TikTok and Tencent, visual model research at Berkeley Lab, and agentic LLM solutions at Amazon. His background spans low-level systems like ROS and SLAM implementations in C++ to deep learning research on loss landscape visualization and generalizability metrics, reflecting both rigorous theory and hands-on engineering. Comfortable shipping ML features that affect millions of users, he blends academic depth with product impact and a knack for translating complex models into scalable solutions. An underappreciated strength is his cross-domain experience from medical image processing to game-promotion GenAI, which gives him a practical edge in adapting models to diverse real-world constraints.
10 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at University of California, DavisMaster's degree Computer Science, Master's degree Computer Science at University of Massachusetts AmherstBachelor's degree Robotics and Automation Engineering, Bachelor's degree Robotics and Automation Engineering at Zhejiang University
Github Skills (15)
machine-learning8
pytorch8
information-visualization8
python8
deck-gl7
tensorflow7
data-science7
deep-learning7
visualization6
echarts5
neural-network5
pcl4
jax4
lidar4
jekyll3
Programming languages (5)
Github contributions (5)
geshijoker/VA-File
Jan 2019 - Feb 2024
Contributions:5 pushes in 5 years 1 month
geshijoker/geshijoker.github.io
Sep 2018 - Sep 2024
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Contributions:85 pushes in 6 years 1 month
templategithub-pages-templatemmistakesmistakesjekyll
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