Projects
A curated selection of projects across:
— Team projectFull-Stack Projects (Software)
Data & Machine Learning
Customer Churn Analytics Dashboard
SQL → R → Tableau pipeline for telco churn: staging/KPI views, R aggregation, executive Tableau dashboard (churn rate, revenue at risk, heatmaps).
Vancouver Airbnb Market Analysis
End-to-end data pipeline: Python ETL → SQLite → SQL analytics → interactive Tableau dashboard for neighbourhood and room-type pricing.
Underemployment Prediction
Full ML pipeline (CatBoost) for overqualification prediction on NGS hiring data. SFU ML Hackathon; 0.75 public / 0.71 private leaderboard accuracy.
House-Price-ML (v2 Feature Engineering)
ML pipeline for house price prediction with advanced feature engineering.
Public Transit Delay — EDA
Structured EDA of transit delay data: cleaning, feature engineering, and visualizations for delay distribution, temporal patterns, and route-level performance.
House-Price-ML (v1 Baseline)
Baseline ML pipeline for California house price prediction with Linear Regression and EDA.
Pendulum Data-Driven Control
Data-driven control system for inverted pendulum using reinforcement learning.
Arbitrage Scanner
Placeholder: ML-powered arbitrage scanning project (in progress).
Systems / Coursework / Side Projects
Personal Website
Static, framework-free portfolio site presenting projects, experience, education, and contact. Fast load, accessible markup, and automated deployment via GitHub Pages and CI/CD.
Portfolio Course Project
My first web project. A responsive one-page portfolio built with React and Vite for CMPT276 (Introduction to Software Engineering) at SFU.
AI in Autonomous Vehicles
Research project exploring the role of artificial intelligence in self-driving systems: perception, decision-making, and safety considerations in autonomous vehicle technology.