(In progress) Battery asset revenue optimisation 2026
BA thesis with Enyday. MILP model for FCR-D up, down, and spot arbitrage stacking for behind-the-meter energy communities in DK2. Uses real 2025 operational data.
100M: Generative design for refugee camps 2022–2023
Generative deisgn using wave function collapse for refugee camp planning. Built as a generative design tool in collaboration with CARE.
PUG: Deep Q-Learning for architectural design 2021
Co authored with Diego Apellániz through reserach assistant role. Reinforcement learning agent for generative spatial layout, published as a flexible reinforcement learning framework for cradle-to-cradle design.