Selected Projects

Fine-tuned FlauBERT for CEFR classification (A1–C2) achieving 78% accuracy. Model successfully deployed via a Streamlit web app. :::

CEGES Delivery Decarbonisation

Feb – Jun 2024

Designed an e-van route plan for Brussels replacing the diesel fleet, resulting in a 90% CO2 cut per delivery route.

Reducing Plastic Dependency in CH

Nutriathletic & Bloom | Sep – Nov 2023

Created a bioplastic packaging roadmap: assessed 4 material alternatives and demonstrated commercial viability at scale.

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Assessing the impact of autoclaving versus purchasing new Plastic Flasks in a technological platform

Life Cycle Assessment

A course project on LCA of plastic Flasks, delivery of course ENV-510 Life Cycle Assessment in Energy Systems.

CEGES Delivery Decarbonisation

Decarbonisation

Designed an e-van route plan resulting in a 90% CO2 cut.

French Text Difficulty Prediction

Fine-tuned FlauBERT for CEFR classification with 78% accuracy. (Kaggle 2nd Place)

Sustainable Portfolio Optimisation

Built low-WACI portfolios achieving 22% lower carbon intensity.

Reducing Plastic Dependency in CH

Sustainable Strategy

Created a bioplastic packaging roadmap for commercial viability.