Jian Liu

Hong Kong Island, Hong Kong, China

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Summary

👤

Senior

🎓

Top School

Jian Liu is a quantitative founder and machine learning practitioner with a decade of experience applying stochastic calculus, option pricing and algorithmic trading techniques across banks, crypto and hedge fund environments. He progressed from quantitative analyst and automated trading strategist roles at Bank of America and JPMorgan to quantitative trader at HashKey and researcher at Athena Capital before co-founding ScaleAlpha and Linear Space Group to productize ML-driven trading and analytics. Proficient in C++, Python, R, MATLAB and SQL, he has a strong track record automating risk models (including SIMM implementations), back-testing portfolio strategies and building production-ready trading signals. Based in Hong Kong with a math and computational sciences background and a master’s in quantitative finance, he blends academic rigor with hands-on engineering to close the gap between research and live trading. An appetite for practical data mining and financial time-series engineering means he often focuses on reproducible, automated pipelines that reveal subtle alpha.

10 years of coding experience

5 years of employment as a software developer

master Quantitative Finance, master Quantitative Finance at Rutgers Business School

Bachelor's degree Mathematics and Computer Science, Bachelor's degree Mathematics and Computer Science at Sun Yat-sen University

English, Chinese, Chinese

Github Skills (14)

browser-support5

trading5

api5

binance4

bitcoin4

nodejs4

exchange4

websocket4

cryptocurrency4

api-client4

rest4

javascript3

rest-api3

typescript3

Programming languages (1)

TypeScript

Github contributions (5)

liujdream/gitskills

Jan 2016 - Jul 2016

Contributions:1 push, 1 branch in 6 months

liujdream/DeepLearning

Apr 2016 - Jul 2016

Contributions:7 pushes, 1 branch in 3 months

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