Business intelligence
LiveHospitality BI for a five-hotel group
A star-schema warehouse of 640,000 bookings, ten automated data-quality checks, a revenue command centre, a staff schedule builder and eleven free hotel tools.
Applied AI
OngoingSwarm Intelligence
One multi-agent engine in which batteries, drones and hotel equipment each make their own decision and together act as one team. Tested against the rules people use today.
Applied AI
CompleteWARL wildfire drone swarm
Decentralised drones trained with deep Q-learning to route to a fire's choke points, with a live map dashboard and an explainable-AI chatbot. Built for the GDG on Campus Build with AI 2026 hackathon.
Kaggle
OngoingName That LLM
Identify which of 18 frontier language models wrote a passage, on prompts never seen in training. LoRA-tuned Qwen and Llama ensembles with leak-free, prompt-grouped validation.
Kaggle
OngoingEnveda CASMI 2026 molecule identification
Rank candidate chemical structures for unknown molecules from their mass spectra. My main contribution is a leak-free 300-structure hold-out that caught leaderboard drops the provided validation missed.
Kaggle
OngoingNeurIPS 2026 Smart Buildings
An HVAC control policy that keeps people comfortable while cutting energy and carbon in buildings and climates it has never seen. Physics-informed control, validated on 30 simulated unseen scenarios.
Kaggle
OngoingSquares in Squares
Pack N unit squares into the smallest possible square for every N up to 1,000. A validation and submission pipeline that only submits packings proven valid on Kaggle's high-precision checker.