Aryan Nehete [resume]

Studying Financial Engineering @ UofT

Experience

Financial Engineering Analyst @ Scotiabank (May 2026 - Present)

PEY Intern on the Global Analytics Financial Engineering team.

Teaching Assistant @ UofT (Sept. 2025 - Apr. 2026)

TA for ESC180: Intro to Computer Programming and ESC190: Computer Algorithms and Data Structures under Prof. Guerzhoy.

Projects

Handwriting to LaTeX [report]

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]

Education

University of Toronto · BASc in Engineering Science - Engineering Mathematics, Statistics, and Finance Major · Expected April 2028

Dean's Honours List Scholar, cGPA: 3.69

Contact

nehetearyan@gmail.com

Last updated: May 10, 2026