Projects

A dual-branch neural network combining spatial and frequency-domain analysis to detect AI-generated video manipulation, with Grad-CAM explainability and live tracking.

A two-tower recommendation engine deployed to 1.6 million users on the VT Markets app, driving cross-selling and product adoption among traders through personalised instrument suggestions.

A machine learning pricing system that optimises parking lot revenue under fluctuating demand, with A/B testing validation and an interactive Streamlit dashboard.

A full-stack retrieval-augmented generation pipeline for context-aware legal analysis on UK Contract Law and user-uploaded documents, with multi-user data isolation.