All projects.
Every project, grouped by what it is. Click any card for the full case study.
Real-time recommender for Amazon sales
A real-time ML alert/recommender that surfaces anomalies and opportunities in Amazon sales data and suggests the next action.
ML lead-scoring that won the room
An ML lead-scoring tool that beat the incumbent and earned executive sponsorship for further AI work.
Decision-guidance tool for sales execs
Consolidated the data sales executives needed and surfaced the recommended action in one place.
Automating the finance work nobody wanted
An ETL + web-scraping automation that reproduced a manual finance task end to end, saving thousands of hours a year.
An e-commerce that runs itself
Built a coffee e-commerce from zero, then automated its operations end to end — restocking, support, pricing and anomaly detection.
Published optimisation research + real systems
AI-driven optimisation for a TSP-like logistics problem, plus a RESTful CNN image-recognition system and a 3D drone-trajectory tool.
Defect detection on metal surfaces
Unsupervised learning / computer vision to flag surface defects on metallic parts without labelled data.
Detecting media bias with NLP
NLP analysis of local news to surface media and journalist bias — machine learning pointed at a civic problem.