Proof of work

Case studies

The thinking, trade-offs, and results behind the work.

Raith Rovers Scouting Platform
A high-performance full-stack web application for football club operations, combining tactical squad management with a deeply customizable, data-heavy scouting engine.
Raith Rovers Football Club · June 2025
Data-heavy scouting workflows, weighted ranking, and faster search across large player datasets.
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Collective Memory
AI-powered social mobile MVP with image tagging and vector-based discovery
Social content platform · October 2024
Mobile MVP backed by a custom Node.js/Express API, MongoDB, and a Vertex AI pipeline for tagging, embeddings, and related-image discovery.
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Raith Rovers Scouting Platform