I design systems and build them with AI.

A public web app that helps Macquarie students track assessments and deadlines. Live and in real use — around 100 active devices each month.

• Wrote the API routes, server endpoints and the parsing logic that extracts and matches assessment data.
• Deployed publicly on Vercel; ~100 active devices per month.

A private tool for a small business that replaced a manual, single-computer workflow of scattered spreadsheets and hand-typed documents with a shared cloud system.

• Modelled company, customer, goods and shipping records as related tables — a new shipment reuses saved details instead of re-entering them.
• Automated generation of Contracts, Invoices and Packing Lists as PDFs, auto-calculating line totals to remove manual errors.

Hands-on machine learning: training image classifiers from scratch, fine-tuning pre-trained models, and fine-tuning BERT for a sentence-pair semantic-similarity task.

• Built and trained CNNs from scratch in PyTorch; applied transfer learning with MobileNet.
• Fine-tuned BERT (Hugging Face Transformers) to judge whether two sentences mean the same thing.

A browser game built during a game jam, awarded the People's Choice prize. Made with Phaser 3.

• Shipped a complete, playable web game under game-jam time pressure.