Projects

Things I’m building — some live, some in progress.

Algorithmic Trading

2024

Small/mid cap trading based on fast-moving alt data.

A personal systematic trading system targeting small and mid cap equities using alternative data sources — earnings call sentiment, web traffic signals, insider transaction patterns, and supply chain proxies. Built to exploit the speed advantage of alt data before it is reflected in consensus estimates.

Personal

Re-imagining pricing in the age of AI

2025

Re-building the traditional B2B price calculator for the AI era.

Most B2B pricing tools are static spreadsheets or rule-based configurators built for a world of stable costs and predictable demand. This project explores what a modern AI-native pricing engine looks like — one that incorporates real-time signals, customer willingness-to-pay inference, and dynamic bundling logic to continuously optimise commercial outcomes.

McKinsey

Zimplify

2025

Simplifying the browsing experience in a time of AI slop, SEO and messy advertising.

The web has become harder to navigate — AI-generated content floods search results, SEO optimisation dilutes quality, and advertising clutters every surface. Zimplify is an open source project to cut through the noise: cleaner reading, smarter filtering, and a browsing experience designed for signal over volume.

Open Source