Matthew Liu
Incoming Quant Trader at Jane Street
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolMatthew Liu is an incoming quant trader at Jane Street with eight years of software and research experience bridging data science, machine learning, and quantitative finance. He has built ML systems across academic and industry settings—from resilience in language models at Cambridge to transformer approaches for 0DTE options and sparse recommender work at NYU Stern—while teaching graduate decision models and analytics. Matthew pairs strong mathematical training (BS in Mathematics and Business, NYU) with hands-on research in self-organizing maps and robust label learning, and he brings practical data-science instincts honed at the Council on Foreign Relations. Outside work he blends analytical rigor with creative pursuits like cooking and sports, and is known among peers as a tinkaton enthusiast—suggesting a playful, curious approach to problem solving.
8 years of coding experience
2 years of employment as a software developer
Bachelor of Science - BS, Mathematics and Business (Data Science/Statistics), Bachelor of Science - BS, Mathematics and Business (Data Science/Statistics) at New York UniversityCentennial High School
English, Chinese
Github Skills (16)
directive7
number-formatter7
npm7
javascript6
cli5
package-manager4
percentage4
uploader4
filepond4
formatter3
currency3
uploads3
file-upload3
vue3
mask2
Programming languages (2)
Github contributions (5)
matty-liu/petlove
Oct 2017 - Jan 2018
Contributions:204 commits, 49 pushes, 4 branches in 3 months
matty-liu/matty-liu.github.io
Nov 2017 - Dec 2024
Contributions:62 pushes, 1 branch in 7 years 2 months
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