Studying Financial Engineering @ UofT
PEY Intern on the Global Analytics Financial Engineering team.
TA for ESC180: Intro to Computer Programming and ESC190: Computer Algorithms and Data Structures under Prof. Guerzhoy.
Found market inefficiencies on certain prediction markets by watching for rapid price movements.
Created historical datasets then ran various backtested various model parameters.
Trained a CNN encoder + Transformer and LSTM decoder to convert handwritten math expressions to LaTeX code.
Optimized training with PyTorch and various algorithms, achieving a BLEU score of 0.71.
Case Competition: 2nd place at Deloitte x UTESCA Ace the Case, recommending a project management system to a construction company. [slide deck]
Pong: Engine to play the game Pong. Used NumPy for trajectory modeling and to target opponent's vulnerable zones. Ranked 2/300 EngSci students. [more]
University of Toronto · BASc in Engineering Science - Engineering Mathematics, Statistics, and Finance Major · Expected April 2028
5x Dean's Honours List Scholar, cGPA: 3.71
nehetearyan@gmail.com
Last updated: Sep 15, 2026