Hi, I’m Ansh!

I'm a Computational Mathematics student at the University of Waterloo, interested in software engineering, particularly ML / AI andbackend systems, as well as the intersection of software engineering and aviation + motorsport.

Outside of that, I love music, history, and soccer.

math @ loo
prev @ Pratt & Whitney Canada
Built:
- Nuclear Leak Probability and Classification
  Calibrated XGBoost models achieved 100% leak-detection accuracy and 100% target leak-scenario classification accuracy on the NPPAD simulation test set. Won Best Final Product at the 2026 Canadian Nuclear Laboratories Innovation Challenge.
- ExSAMine
  An AI-powered digital forensics platform combining Gemini with Meta’s SAM 3 for automated evidence analysis. It was runner-up for Best Digital Forensics Hack at HoyaHacks 2026 and ran detection on auto-scaling Modal GPUs.
- slangify
  An always-on Discord bot serving 30+ users and 70+ lookups per day. Its right-sized Azure deployment cut hosting costs by 80%, from roughly $25 to $5 per month.
- Neural Network
  A modular C++ multilayer perceptron supporting arbitrary network depth and configurable activations. Trained with mini-batch gradient descent and backpropagation, it reached 95% accuracy on MNIST.

Education

University: University of Waterloo
Degree: Bachelor of Mathematics
Program: Computational Mathematics, Honours
Graduation: Expected 2029