Mid-Term Trading Algorithm

Created a stock prediction algorithm initially based on the mean reversion. Beat the S&P 500 for 2 years.

QuantMLMathematical Model

Runk: Accurate Product Review Ranking

Ranked product reviews based on profile similarities. A novel autoencoder architecutre for updating your profile based on the reviews you leave.

MLFull-Stack

Medschart: A Diabetes Patient Management System

An administrative tool to make pharmacists' lives easier. Acquired by Shoppers Drug Mart.

Full-Stack

Sage: Optimal Emissions With Policy Matching

A novel mathematical model to determine optimial emissions, and AI agents to reccommend the policy required.

MLMathematical Model

Red Handed: A Slap To Keep You Awake

Machine vision model on a Raspberry Pi, controlling a slapper arm. Winner of Flow and 2nd for Qualcomm at MakeUofT 2024

MLHardware

Self-Driving Delivery Car

Created a Raspberry Pi self-driving car to deliver food around campus.

MLHardware

CogniCare: Alzheimer's Prevention and Detection

Designed a platform to assist in early detection and prevention of Alzheimer's disease through cognitive assessments and personalized care plans. Winner at MHacks

MLBiotechFull-Stack

DriveSense: Accurate Driver Rating

Innovatively used machine vision to accurately rate driver performance and promote safer driving habits for insurance discounts. Winner at Hack the North

MLMathematical ModelFull-Stack

Pee Xylophone: A Novel Non-Invasive Bladder Pressure Measurement System

Developed a patent-pending medical device that measures bladder pressure non-invasively, revolutionizing urological diagnostics. Gold Medal + Youth Can Innovate Plus at Canada-Wide Science Fair. Team Canada at International Science and Engineering Fair

ResearchMathematical ModelBiotech

MAAPA: Smart CTRL+F

Developed an advanced search tool that enhances the traditional CTRL+F functionality with intelligent context-aware searching capabilities before ChatGPT.

Full-StackML

Point of Care Prothrombin Time Test

Created a portable device for quick and accurate blood coagulation testing, improving accessibility to critical medical diagnostics. Siver Medal at Canada-Wide Science Fair

ResearchBiotech

One Sheet A Day: Math Drills

A math practice book and website. Creation fully automated.

Full-Stack

No To Photo: Photo Blocking Pendant

Developed a wearable device that emits a counter-flash to obscure unwanted photos. Gold Medal + Best Junior Physics Project at Canada-Wide Science Fair

ResearchMathematical Model