Academia
Education, labs, and thesis work.
Education
Master's degree in Renewable Energy Systems
Renewable energy systems, techno-economic analysis, energy policy, building energy analysis.
Bachelor of Science in Mechanical Engineering
Mechanical engineering with renewable energy systems focus.
Lab experience
Data science: MANAGE 5.0
Python developer on the EU MANAGE 5.0 project: AI-integrated energy management for an automotive manufacturing facility.
Mechanical lab
CAD & CAM, mechanical testing, marine mechanic maintenance.
Electrical lab
PV system design and grid connection; BMS & BAS traineeship.
Thesis
Integrating BIM, BEM, and deep learning for enhanced energy forecasting in industrial facilities: a multi-model approach for predictive analytics and real-time visualisation
Written inside MANAGE 5.0, the EU Horizon project on Industry 5.0, using a live automotive manufacturing site as the case. Building information and building energy models were coupled with deep learning forecasters so that predicted consumption could be read against the geometry and the plant systems it belongs to, then surfaced in real time to the people running the facility.
Earlier research
Techno-economic analysis of green hydrogen production and utilisation in hard-to-abate industries
Feasibility of green hydrogen for decarbonising alumina production: electrolysis integration, scenario analysis under renewable electricity price volatility and carbon policy.