Claire Chen Email & Phone Number

Architected next generation of market access controls for systematic trading at Citadel Securities, removing 20 year-old technical debt and reducing production issues by 30%Enhanced and scaled sweep infrastructure that maneuvers critical trading violations with trillions daily market data volume across US and Canada, generating over 200M profit per.

Scaled, hardened and enhanced machine learning training platform; developed scalable Pytorch distributed training stack for personalization by migrating training for all business critical models from caffee2 to PytorchProduced logging app for ML training jobs for identifying performance bottlenecks, improved developer efficiency by 70%Redesigned ML.

Automated the process of American option early exercising, developed a system that enables human machine interaction, improved traders’ working efficiency by 40%(saving three hours for traders per day)(Java)Designed data structure to track and update information in real time, making computing speed two times faster by the usage of multiple.

Developed a system that analyzes audio inputs to determine various factors regarding the state of interior of an automobile with machine learning techniques, achieving 95% accuracy(Python)Devised Convolutional neural network structure and trained it on large raw audio datasets and applied algorithms including triplet loss algorithm, K-Nearest Neighbors and.

Created a automatic planning program with Monte Carlo tree search algorithm to find its moves based on knowledge previously learned by an artificial network (a deep learning method) by extensive training, getting 80% accuracy(C++)Implemented tree search algorithm and rewarding system to identify best action at each step among all routes generated by.

Greater Detroit Area

Resigned the UI with Bootstrap library for Collabrify productivity Tool Suit (http://www.imlc.io/apps), an online collaboration platform visited more than 10k times, leading to more than 4000 downloads Implemented interactive real-time internet detector using HTML, CSS, and Javascript, reducing time to target google drive and internet connection issues by.

Greater Detroit Area

Implemented string alignment algorithm derived from KMP and Boyer–Moore algorithm for intended future real-time sequencing of human and microbiome DNA, for pathogen detection(C++)Analyzed data of DNA sequences composing of billions of bases and optimized the program to retrieve information with Murmur3, Minimap2 by reducing reading DNA collisions by.

Greater Detroit Area

Advanced research project upon robot’s ITL capability, learning new tasks through natural language instructions by working on modeling experiments and assisting with overall project design

Master Of Science - Ms

Bachelor'S Degree, Computer Science, 3.9/4.0

Bachelor'S Degree, Biology, General, 4.0/4.0

Bachelor'S Degree, Economics, 3.9/4.0