Some stuff that I’ve worked on. Ordered by most recent.


Where’s The Bus? — (Dec. 2024)

Android, Kotlin, Python, Pandas, Protobuf, Realm, Google Maps

  • An Android transit app that provides realtime updates for buses that operate in Vancouver
  • Makes use of realtime and static data from Translink GTFS
  • Intended for the frequent commuter, with NFC Tap, nearby search, and scheduled notification features

SFU Connect — (Apr. 2024)

React, TypeScript, Express, Docker, Google Cloud Platform, Firebase

  • A web-based education platform built with a microservices architecture on Google Cloud
  • Implemented file sharing and study card features for students to collaboratively learn online

Moments — (Apr. 2024)

React, TypeScript, Express, MongoDB, Tailwind CSS

  • A full-stack spatial journalling app for users to archive geotagged memories
  • Map and Calendar “lens” features for users to filter and view their entries spatially or temporally

Reddit Analysis — (Dec. 2023)

Python, Spark, Pandas, SciPy, Matplotlib

  • Data analysis of Reddit posts to understand factors that affect a post’s popularity
  • Wrote a Python Spark script to collect, clean and transform the data
  • Used Pandas and statistical tests in SciPy to discover relationships between data features
  • Trained a machine learning model to predict upvotes, using the coefficients to idenfity feature impact