Shi Tang
Data Scientist
Nanjing City, Jiangsu, Singapore
Summary
👤
Senior🎓
Top SchoolShi Tang is a data scientist with 11 years’ experience and a PhD in computer science from NTU, blending deep academic research in reinforcement learning and generative models with hands-on ML engineering in finance and Web3. At UOB he helped build award-winning deep learning forecasting and portfolio-optimization models for a $200M AUM mandate that produced measurable economic value and outperformed benchmarks by ~200bps. His doctoral work on sample-efficient RL and GAN-based policy distributions has been published in top-tier conferences, and he has translated that research into production-ready backtesting frameworks and modular agent simulation. Previously he reported directly to the CEO of a German Web3 startup, driving blockchain data mining, analytics and ML-driven strategic insights across the NFT ecosystem. Known for bridging rigorous research with practical impact, he’s equally comfortable designing advanced algorithms and shipping data pipelines that influence corporate investment decisions.
11 years of coding experience
10 years of employment as a software developer
Australian National UniversityDoctor of Philosophy, School of Computer Science and Engineering, Artificial Intelligence, CAP/GPA: 4.88/5.00, Doctor of Philosophy, School of Computer Science and Engineering, Artificial Intelligence, CAP/GPA: 4.88/5.00 at Nanyang Technological UniversityMaster of Technology - MTech (Knowledge Engineering), Artificial Intelligence, CAP/GPA: 4.79/5.00, Master of Technology - MTech (Knowledge Engineering), Artificial Intelligence, CAP/GPA: 4.79/5.00 at National University of Singapore
English, Chinese, Malay, Japanese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (32)
android-sdk10
android-library10
pull-to-refresh10
android-app10
android-pay10
android10
android-ui10
alipay10
phinx10
sdk9
android-component9
expandable9
android-application9
kotlin8
footer8
Programming languages (5)
Github contributions (5)
tsy12321/SocialSDKAndroid
Aug 2016 - Jan 2018
对第三方社会化sdk的集成和二次封装，比如第三方登录、第三方分享等
Contributions:10 releases, 40 commits, 1 PR in 1 year 5 months
sdkqq-sdkweixin-sdksocial-sdk
tsy12321/phinx-doc
Mar 2017 - Feb 2018
Phinx数据库迁移中文文档
Contributions:49 commits, 2 PRs, 3 pushes in 11 months
phinxphinx-migrations
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