Projects

Machine learning project analyzing 918 patient records using K-Means clustering and Decision Tree classification to identify cardiovascular risk patterns. Achieved 81% test accuracy with 88% precision.

Analyzed multi-year food price trends using Statistics Canada open datasets across 100+ categories. Interactive dashboard for Consumer Price Index fluctuations and socio-economic impact.

Financial performance analysis for 12 U.S. companies using Python for data cleaning and metric engineering. Dynamic Power BI dashboards for profitability, cash flow, and risk indicators.

Queried 100K+ order records to engineer delivery KPIs and identify correlation between shipping delays and low ratings. Text analysis on customer complaints for service patterns.

Analyzed housing price variations across major Canadian cities using regional open datasets. Geospatial visualizations for price trends and affordability shifts over time.

Investigated long-term labor market trends, focusing on job growth by province and wage changes within the tech sector. R for statistical analysis and trend exploration.

Designed a relational database schema with PL/SQL stored procedures, triggers, and sequences. Connected Oracle backend to a Microsoft Access frontend via ODBC for full CRUD operations.

Production website for Ottawa Black Mental Health Week 2026. Responsive UI, reusable component architecture, deployed on Vercel.

Full-stack business website with API routes connected to MySQL database, product catalog, and responsive UI.

Lightweight Pomodoro timer with session tracking, ambient background music, desktop notifications, and motivational messages. Client-side only — state saved in localStorage.

Bilingual (EN/FR) Canadian mortgage calculator estimating monthly payments using GDS/TDS ratios. Dynamic calculations with responsive layout.

AlexNorth Digital — building calm, modern digital experiences. Web design, development, analytics, and SEO services for bold brands.

Full-stack movie platform with user authentication, dynamic search and filter, personal playlists, and admin panel. MySQL-backed catalog served via PHP with responsive frontend.