Zhige Li
Research And Development at Tencent
Minhang District, Shanghai, China
Summary
👤
Senior🎓
Top SchoolZhige Li is an R&D-focused quantitative engineer with 10 years' experience applying C++, Python, SQL and advanced ML — especially reinforcement and deep learning — to trading and investment problems. He holds a Master's in Computer Science from USC and has driven research-to-production impact at Tencent after internships at Microsoft, JPMorgan, and UVA where his KDD-accepted work and stock-embedding ideas materially improved trading performance and influence maximization. Zhige blends academic rigor with practical deployment: his methods have been implemented by professional traders and demonstrated large uplifts in Sharpe ratio and predictive metrics. Based in Shanghai, he specializes in client-adaptive recommendation and RL frameworks that abstract trading knowledge across heterogeneous users, a less obvious strength that helps him generalize models beyond single-asset or single-client settings.
10 years of coding experience
1 year of employment as a software developer
Master's degree, Computer Science, Master's degree, Computer Science at University of Southern CaliforniaBachelor's degree, Computer Science, Bachelor's degree, Computer Science at Shanghai Jiao Tong University
Chinese, English
Github Skills (18)
chalk9
circleci8
jekyll7
jekyll-theme7
liquid6
windows6
linux6
github-pages5
qt5
electron5
cross-platform4
financial2
stock-trading2
trading-bot1
lstm-neural-networks1
Programming languages (4)
Github contributions (5)
Elitack/DRL
Apr 2017 - Jun 2017
Contributions:41 commits, 36 pushes, 1 branch in 1 month
Elitack/PG-DRL
Apr 2018 - Jul 2018
Contributions:88 commits, 22 pushes, 1 branch in 3 months
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