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Zhuo Chen is a Partner at Bridgefront Capital, LLC at Bridgefront Capital, LLC. They possess expertise in software development, python, java, c++, sql and 6 more skills.
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PartnerBridgefront Capital, Llc Sep 2020 - PresentAustin, Texas, UsPartner at a mid-frequency systematic long-short quant fund.
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Senior Research Scientist - Machine LearningUpstart Dec 2019 - Sep 2020San Mateo, Ca, Us -
Quantitative Research Analyst - Global Quant StrategiesCitadel Llc Oct 2015 - Jun 2019Miami, Florida, Us End-to-end signal testing of novel data sets for equity strategies including data set identification, data processing, hypothesis formulation, parameterization, backtesting, and production implementation. Signals tested included ideas from alternative 3rd party data vendors, home-grown Citadel ideas, and academic papers. Datasets included market and fundamental data (actuals & analyst estimates), cross-asset data, and exotic datasets. Used machine learning techniques, keeping in mind limitations/assumptions and interpreting outputs statistically and economically. Also modified off-the-shelf techniques in intuitive ways to suit unique datasets’ needs. Extensive experience developing event-driven and seasonal signals, especially those based on earnings announcements. Backtested signals rigorously, controlling for many risk factors and transaction costs. My fast programming pace allowed deep exposure to many different and varied signal paradigms and ideas. Discovered multiple signals that are additive to Citadel’s pre-existing signals in out-of-sample backtests, and which are currently contributing substantial PnL in live trading. -
Software Development EngineerAmazon Aug 2014 - Mar 2015Seattle, Wa, Us Designed, implemented, and ran statistically rigorous A/B tests on another retail website feature, culminating its launch worth $19M / year in incremental revenue. Redesigned the architecture of the data generation builds behind Amazon’s hourly-updated bestseller lists, a system handling hundreds of gigabytes of data in a context where speed was critical. Made technical design decisions mindful of the tradeoffs between performance, memory and disk usage, ease of implementation, and maintainability in the context of business needs and constraints. -
Research AssistantUc Berkeley Robot Learning Lab Sep 2013 - Mar 2014 Co-authored a paper published for the 2014 IEEE International Conference on Robotics and Automation. Dug deep into the underlying assumptions and implementation of trajopt, a robotics trajectory planning system that converges to locally optimal solutions of non-convex optimization problems by repeatedly solving local convex approximations using QP. Uncovered a fundamental assumption made by the trajopt model; that the global non-convex problem is locally well approximated by convex optimization problems. Designed features measuring how negative eigenvalues of Hessian matrices of cost and constraint functions were as indicators of local non-convexity of the global problem (i.e. how far off the local convex approximations will be). Applied numerical differentiation techniques to evaluate Hessian matrices. Applied machine learning via a Support Vector Machine to predict the performance of trajopt on different initial trajectories, increasing accuracy from 80% to 95%. Audited and applied graduate level Stanford online classes in Machine Learning, Linear Dynamical Systems, and Convex Optimization, covering topics including Semidefinite Programming, Quadratic Programming, and Linear Programming. (CS229, EE263, EE364A)
Zhuo Chen Skills
Zhuo Chen Education Details
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University Of California, BerkeleyFinancial Engineering -
University Of California, BerkeleyComputer Science
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University Of California, BerkeleyBusiness Admin.
Frequently Asked Questions about Zhuo Chen
What company does Zhuo Chen work for?
Zhuo Chen works for Bridgefront Capital, Llc
What is Zhuo Chen's role at the current company?
Zhuo Chen's current role is Partner at Bridgefront Capital, LLC.
What is Zhuo Chen's email address?
Zhuo Chen's email address is zc****@****zon.com
What schools did Zhuo Chen attend?
Zhuo Chen attended University Of California, Berkeley, University Of California, Berkeley, University Of California, Berkeley.
What skills is Zhuo Chen known for?
Zhuo Chen has skills like Software Development, Python, Java, C++, Sql, Linux, Algorithms, C, Programming, Statistical Data Analysis, Financial Modeling.
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