 | B.A.Sc. in Engineering Science, Major in Machine Intelligence Faculty of Applied Science and Engineering, University of Toronto Sept. 2016 - June 2021 | Toronto, ON Walter Scott Guest Memorial Scholarship Dean's Honor List every semester Cumulative GPA: 3.88/4.00 Cumulative Average: 87.2%
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 | Software Engineering Intern Citadel May 2020 - Aug. 2020 | New York, NY- Developed a Python and R toolkit to generate sophisticated research reports across the firm, which became widely adopted within Equities.
- Onboarded crucial Thompson Financial holdings datasets for Equities quantitative researchers.
- Built a distributed data storage platform for researchers to store and retrieve data and results efficiently.
|  | Software Engineering Intern Citadel Jan. 2020 - May 2020 | New York, NY- Designed and implemented an asynchronous Python library to allow traders and quantitative researchers to query the firm-wide portfolio monitor programmatically.
- Implemented digitization of margin agreements with brokers into expression trees which could be easily understood and optimized.
|  | Software Engineering Intern Citadel Securities Sept. 2019 - Jan. 2020 | Chicago, IL- Designed and implemented a command line tool which allows quantitative researchers to programmatically query information about jobs on the Cloud platform, adopted by 30+ researchers internally.
- Developed a FUSE filesystem in C++ which represents Cloud tasks as a hierarchical filesystem.
|  | Software Engineering Intern Google May 2019 - Aug. 2019 | Waterloo, ON- Implemented backend infrastructure and frontend console for viewing examples of test errors (false positives, false negatives) to evaluate their deep learning image classification models and suggest improvements.
|  | Software Engineering Intern Google May 2018 - Aug. 2018 | Mountain View, CA- Designed and implemented an algorithm to determine the introductory segments of TV show episodes using a MapReduce pipeline that operates on over 600,000 episodes in the Google Play Movies and TV catalog.
- Developed ‘Skip Intro’ on the Play Movies and TV Android application.
- Produced statistical analysis and visualizations of intro timestamps as a function of episodic signals (audio, video, shot boundaries) to estimate accuracy and limitations of the algorithm.
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