Collaborated with Innoviris, AIEG and Renewgy on applied research projects
Design and deployment of a real-time energy data collection and visualization system for citizen energy communities (Cassandra, Python, Django)
Research and development of non-intrusive load monitoring (NILM) models for electrical disaggregation
Design of predictive models for solar production and consumption to optimise PV investments and support grid balancing (XGBoost, CNN, LSTM, Transformer)
Teaching assistant duties and supervision of student projects (individual and group)
🏆 Achievements
Deployed a production-ready real-time data pipeline and visualization stack for community energy projects
Implemented NILM models for electrical disaggregation and integrated them into the analytics workflow
Built predictive models for photovoltaic production and consumption to inform investment decisions and improve network stability (XGBoost, CNN, LSTM, Transformer)
Created and maintained a scalable NoSQL data backend (Cassandra) to handle high-frequency energy data
Supervised and mentored students on multiple successful research and engineering projects
2023 - Present1+ years
Building Manager
ACP JO57📍 Brussels, BelgiumVolunteer
Management of 4-unit residential property
🎯 Responsibilities
Building administration and property management
Financial oversight and budget planning
Maintenance coordination and contractor supervision