JUSTIN
SEONYONG
LEE


Work Experience


Sumitovant Biopharma, New York, NY. Digital Innovator (Feb. 2020 - Present)

Biopharmaceutical company. I work in Digital Innovation, a team of business-facing data scientists and software engineers. I am primarily engaged with our clinical due diligence team. Some recent projects:

• Sequence classification and topic modeling on scientific abstracts, to speed up due diligences
• User-facing OCR application for extracting scientific data from publications and reports
• Application that collects and visualizes clinical trial progress at Sumitovant's subsidiaries for senior management

SimpleBet, New York, NY. Data Scientist (Jan. 2019 - Jan. 2020)

Startup developing analytics products for the sports betting industry.

Harvard University, Cambridge, MA. Teaching Fellow, Data Science 1 (Fall 2018)

CS109a is a comprehensive introduction to: Python for data science; regression and classification (linear regression, nearest neighbors regression, logistic regression, discriminant analysis, bagging/random forest/boosting, SVM); feature selection; dimensionality reduction; and introductory neural networks.

As a Teaching Fellow, I held weekly office hours, provided feedback on student homeworks, and mentored four final project groups working with data from the Alzheimer's Disease Neuroimaging Initiative. The Fall 2018 course was taught by Pavlos Protopapas and Kevin Rader.

Perceptive Automata, Somerville, MA. Computer Vision and Data Science Intern (Summer 2018)

Autonomous driving startup using deep learning to develop behavioral models of pedestrians and cyclists.

DecisionQ, Arlington, VA. Software Engineering Intern (Summer 2017, Winter 2018)

Predictive analytics company in healthcare and public sector.

Morgan Stanley, New York, NY. Technology Summer Analyst (Summer 2015, Summer 2016)

Multinational financial services company. Over two summers, I worked in the Fixed Income Risk Infrastructure and High Performance Engineering teams in Manhattan.

PDT Partners, New York, NY. Summer Technology Analyst (Summer 2014)

Global investment manager.

Education


Harvard University

Master of Science '19, Computational Science and Engineering

Columbia University

Bachelor of Science, magna cum laude '17, Applied Mathematics with Minor in Computer Science

Thomas Jefferson High School for Science and Technology

Advanced Studies Diploma '13, Computer Systems Lab
    © 2022 Justin S. Lee