Projects
Work for teams and companies, personal builds, and demos of the freelance services. Code is linked where it's public.
Aug 2026 – present
Data Analyst & Software Development Intern
A tool that helps the scouting team build player profiles and reports and compare prospects with less manual work. So far a scout has created 13 player profiles and 4 reports with it. Internal tool; no proprietary details shared here.
May – Aug 2026
Research Intern, Montreal
Applied AI and web scraping techniques to research problems under faculty supervision, including implementing a professor's paper that uses Kalman filters to predict World Cup outcomes.
Summer 2025
Software Developer Intern
A Q&A chatbot for a national swimming event with 500+ attendees that automated FAQ responses for staff, and a Python algorithm that converts Hy-Tek (.hy3) files to Excel, eliminating manual data entry.
Summer 2024
Data Analyst Intern
Built and managed Power BI dashboards for nationwide sales data, and identified top products and highest-volume client locations to inform sales strategy.
The one I'm most proud of, and the one I'm most disappointed I didn't continue.
Full-stack tennis analysis platform with an AI coach that analyzes player biomechanics and strategy from video, using OpenCV for court keypoint detection and Dynamic Time Warping for movement analysis.
A logistic regression Expected Goals model trained on StatsBomb data from the 2022 FIFA World Cup.
Two dashboards built from data scraped from SofaScore and Fotmob: a match recap with key stats, shots and team performance, and shot maps with a Player of the Match analysis.
An interactive Streamlit app that generates radar charts, shot maps and team statistics for Liga MX and MLS matches.
A reservation system for night clubs and venues with an admin dashboard, a customer app and a door-staff view: three roles, no double-bookings, real-time table state.
Public Sample Superstore data modelled into a star schema in Python, with DAX measures and a three-page sales dashboard plus a written insights memo. A demo of the dashboard service.
Three inconsistent point-of-sale CSV exports (mixed encodings, separators, date formats, duplicates) cleaned and consolidated into a formatted Excel report with one scheduled command. Built on synthetic data.
