Pray360 (UmmahHacks 2026 Winner)

Jan 2026

Community driven web platform helping users discover and review prayer and multifaith spaces on an interactive map.

• Encourages congregation and timely prayer while supporting local businesses
• Awarded 3rd Place for Open Innovation Track

TypeScript React Maptilier Docker Node

🗺️

ShelterMap Toronto

Nov 2025

Full stack data visualization platform highlighting high priority neighbourhoods for shelter placement.

• Processed and joined Toronto homelessness datasets
• Nominated for Best Use of Cloud

Python Next.js Leaflet Google Cloud

📊

Statistics Canada Job Vacancy Analysis

Mar – Apr 2025

Large scale labor market analysis across industries, regions, and time.

• Analyzed 219,912 job vacancy records
• Identified trends across 33 quarters and 119 industries

Python Pandas Seaborn Git

🤖

AI Powered Career Finder

Jul – Aug 2025

AI powered career exploration tool using controlled LLM outputs.

• Limited responses to 2–3 relevant career paths
• Focused on clarity and decision making

Node.js JavaScript Gemini API

🍳

Recipe Generator

Nov – Dec 2024

Ingredient based recipe generator with real time API integration.

• Express.js backend with Spoonacular API
• Supports up to 100 recipe results per query

Node.js JavaScript Spoonacular API

🐧

Pengy Float

Nov 2023 – Jan 2024

2D Java game where players navigate a penguin through obstacles to reach safety.

• Led a two person development team
• Applied OOP and Agile methodologies

Java Graphics2D OOP