Projects
ML and data work inside a scaling food-tech business, and two games that run in your browser. Confidential specifics are kept out.
Playable in your browser
An original auto-scroll climber and runner in TypeScript on Phaser 3: jump, double-jump, dash, combat with spells and mana, real pixel parallax, and online VS through a Cloudflare Durable Object. A game I first prototyped in Python, rebuilt with today's tooling.
Forecasting models and end-to-end data pipelines that sharpen demand prediction across a scaling catering operation. Better predictions mean better resource planning — directly reducing food waste and improving margins.
Contributed to ERP development and maintenance, plus several internal web apps and operational dashboards. Connects operational data to the people who act on it, with workflow automation that removes repetitive manual work.
Scalable data collection and transformation workflows feeding sales and operational analysis. The analytics backbone that turns day-to-day business activity into decisions about efficiency and profitability.
Production-grade ML pipelines — from feature engineering through deployment — running on AWS with Docker for environment standardization and repeatable, reliable shipping to production.
These represent ongoing, real-world work inside a scaling food-tech / catering business. Want to talk specifics or see how a similar system could help your operation?Get in touch →
Descending a loss landscape.
End-to-end builds that show ownership from requirements through deployment and servicing.
End-to-end industrial deployment: a custom application on a locked-down industrial PC, serviced through an SFTP-to-S3 workflow and maintained via a custom ERP module — a complete pipeline from business system to deployed operational hardware. Owned from requirements through deployment and servicing.
Customer-facing React application serving a tailored product-sheet portfolio that updates as backend data changes and adapts to customer preferences and prior interactions — moving product communication from static documents toward a living digital interface.
