Alice Liu
Assistant Vice President at Deutsche Bank
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolAlice Liu is an Assistant Vice President and data scientist with eight years of experience applying machine and statistical learning to detect financial crime and operational risk across major banks. Based in New York, she currently leads threat analytics work at Deutsche Bank Americas, building scalable Python and Spark solutions that mine a decade of transactions to surface emerging risks and automate high-volume routines. Her background spans research-driven NLP and feature engineering—boosting model performance in academic projects and deploying LDA topic models and network analysis to prioritize real-world investigation workflows. Known for translating complex data into investigator-ready insights, she also runs internal technical trainings to raise team capability on new ML approaches. A consistent problem-solver, she has a track record of cutting routine effort by up to 90% through automation and pragmatic tooling.
8 years of coding experience
7 years of employment as a software developer
Master's degree, Information Science/Studies, 3.9, Master's degree, Information Science/Studies, 3.9 at The University of Texas at AustinMaster of Business Administration (M.B.A.), Information Management, 3.9, Master of Business Administration (M.B.A.), Information Management, 3.9 at National Central University
English
Stackoverflow
1reputation
0reached
1answer
0questions
Github Skills (1)
python6
Programming languages (2)
Github contributions (5)
chiahuiliu/LeetCode_Java
Oct 2017 - Dec 2021
Contributions:41 pushes, 3 branches in 4 years 2 months
chiahuiliu/FNC_Python3
Sep 2018 - Feb 2019
This is the repo for claim checking group in 2018 Fall
Contributions:62 commits, 2 PRs, 45 pushes in 4 months
claimfallchecking
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