Independent Projects

Sam Ngan

Master of Applied Data Science, 2026 · University of Canterbury

Christchurch Rental Intelligence

An end-to-end rental property market platform for Christchurch, NZ — from raw government data to interactive web application. Combines 30+ years of MBIE tenancy bond data with ARIMA time series forecasting to estimate current suburb-level rents and project where they are heading — what is the market rent for this suburb, and where is it going?


Built with
Python React ARIMA Log-normal Distribution GitHub Actions Gemini LLM MBIE API