A list of projects I've built, tested, shelved, and learnt from.

All Projects

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[IN DEVELOPMENT]

Lychee Automation

[ARCHIVED]

Kanvas

  • A Python script built for the capstone project that helped my friends and me automatically join the same Canvas group. The university changed the process the next semester to an in-person event instead of online group joining.

[ARCHIVED]

The Pancake Parlour Live Temperature Alerts

  • Not Affiliated with The Pancake Parlour

[ARCHIVED]

Sports Betting Research

  • Researched horse racing, soccer, AFL, and NRL markets, executing an average of 500 bets per month using cross-bookie arbitrage, positive-EV mispricing analysis, matched betting, and hedging strategies, achieving an approximate 48% return on investment over six months

[ARCHIVED]

Driving Test Booking Automation

  • Partnered with Melbourne driving schools to develop end-to-end booking automation that monitored cancellations, selected suitable test slots using predefined filters, and completed booking and checkout automatically, securing more than 100 confirmed appointments for students

[ARCHIVED]

Account Resetter

  • Developed a hybrid (browser/request)-based account resetter with IMAP integration, completing end-to-end password-reset workflows in an average of 1.1 seconds per account, approximately 1.8× faster than competing tools; beta-tested with 5–6 users

[ARCHIVED]

The Sneaker Bakery (B2C E-Commerce)

  • Developed scalable, high-performance automation tools and bots in Python and JavaScript for high-demand online releases of limited-release sneakers, streetwear, and collectibles, improving workflow reliability and consistency
  • Conducted data-driven market research and pre-release modeling, including stock-level analysis, demand forecasting, pricing analysis, and risk assessment to evaluate profitability and optimize sourcing decisions
  • Managed inventory, pricing, sales, and capital allocation across the business, redeploying capital toward higher-return opportunities while scaling operations to $250K+ in sales, 45% YoY growth, and 30% profit margin
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