Fixed-income E-trading technology team. Creating R&D infrastructure with Terraform, building dashboards, automating the production of trading reports, and performing data loads/validations.

Proposed new research direction: applying continual learning strategies to Atari games.

Coded a customized plugin for Avalanche-RL and ran experiments on lab GPU cluster, tracking performance with Weights & Biases.

Fine-tuned BERT to perform sentence classification on the essays of middle and high-school students, identifying their argument, reasoning, evidence, and counterarguments. Built a website using React, Cloud Firestore, and AWS Chalice API to allow graders to test sentence classification accuracy.

Tutored two high schoolers in geometry, algebra, and physics. Improved student’s SAT math score by 180 points.