Product & Design
TD Nexus
Led product strategy for TD Nexus, a VR-based financial education platform. Conducted user research, defined product requirements, developed user personas, journey maps, and feature prioritization framework. Finalist at UWaterloo ProdCon 2024.
ReadyTeddy
Designed and prototyped a physical-digital product to support young children in building independent, consistent morning routines. Through user research, task analysis, and iterative design, backed by heuristic evaluation and medium-fidelity prototyping.
FlourishHub
Applied Industrial Engineering principles to optimize supply chain and product marketing strategies for a supplement brand. Won 1st place in IISE Case Study Competition.
Unify
Researched and prototyped an innovative solution to address loneliness among university students through user-centered design.
Social Currant
Improved product features and user experience of the Social Currant platform, an organization that matches nonprofits with social media creators to amplify their impact and reach.
Software Development
Advanced Search Engine
Built an advanced document retrieval system implementing BM25 ranking, metadata extraction, and inverted indexing pipeline. Features structured query parsing and query-biased summarization across a 131K-document dataset.
Uber Fare Forecasting
Developed predictive pricing ML models to forecast Uber rideshare fares, aiming to optimize and enhance existing dynamic pricing strategies. Implemented comprehensive feature engineering and model evaluation pipeline.
Movie Review App
Developed RESTful APIs and implemented a sophisticated recommendation engine algorithm. Expanded the IMDB database schema for enhanced movie recommendations.
IntelliMed QueryBot
Built an AI-powered query system that converts natural language to SQL queries for Electronic Health Record databases. Finalist project at PointClickCare AI Hackathon.
Song Lyric Sentiment Analysis
Created an ETL pipeline to analyze sentiment patterns in Gracie Abrams' song lyrics using natural language processing techniques.
chargedUp
Developed a web application that helps electric vehicle owners find the three closest charging stations to their current location. Created during Hack the North 2022.
xpire
Built a web application that helps users track and manage product expiry dates, sending timely notifications to prevent waste and ensure product freshness.