
Toronto Metropolitan University - 2020 to 2025
Relevant coursework: Data Structures, Algorithms, Web Development, Database Systems

September 2025 - Present
Toronto, ON, Canada

May 2025 - September 2025
London, ON, Canada

May 2024 - May 2025
North York, ON, Canada

May 2023 - December 2023
North York, ON, Canada

May 2022 - August 2022
Toronto, ON, Canada
This project analyzes Apple Health sleep data exported from the Health app and builds a full pipeline around sleep trends, exercise correlations, anomaly detection, HRV/stress insights, and weekly report generation. It combines Python data processing, machine learning, and LLM-powered summaries to create meaningful sleep insights.
After seeing how scattered data slowed decision-making across multiple companies, I built the CRM Automation Suite — a lightweight Python system that syncs CRM purchases, generates clean reports, and powers live dashboards automatically. It brings structure, visibility, and real-time insight to any CRM workflow.
Developed a comprehensive full-stack inventory management solution tailored for the food service industry. The application includes real-time inventory tracking, machine learning-driven demand forecasting, and automated reordering capabilities. By streamlining operations, StockFlow has reduced stock shortages by 25%, efficiently manages over 10,000 records, and automatically generates more than 100 invoices each month.
A customer service web application was created, employing HTML, jQuery, MySQL, and PHP to promote green solutions and reduce stress, frustration, delays, and air pollution. Inspired by observing inefficiencies in order management, I designed the system as a Single Page Application (SPA) using AngularJS, consolidating all functions onto one page. An "Admin Database Mode" feature was also implemented, allowing authorized users to oversee and adjust registered orders with ease.
During the FGF Brands co-op hackathon, our team built RoomMate, an AI-driven tool that automates meeting scheduling and room allocation. Additionally, we developed smart algorithms for email reply suggestions and optimized file management, boosting productivity and simplifying daily workflows.
Developed a Rust-based card game application inspired by the classic game War. The application features smooth gameplay and user-friendly controls, delivering an engaging and immersive experience as players compete with virtual card decks.
Improved a basic program that acts as a dictionary for both English and French words. This program has many features, such as translating certain sentences in English into French or Dutch. This program also displays translated sentence, with a comparison of the word count from the translated sentence.
This program is meant to advise the user on what different important health conditions and which they should increase or decrease. The health conditions include: Headphone Exposure, Step Count, Diets, and overall BMI