Selected projects

Computer vision · IDEMIA & École Polytechnique

Reconstructing the 3D geometry of luggage from multi-view images in airport conveyor systems, with robust feature matching and geometric reasoning.

Generative AI · Diffusion models

Editing source images with DDIM inversion and Null-Text inversion, retaining source features while incorporating target prompts.

Computer graphics · Unity 3D

Building a Unity scene from flat terrain, with dynamic creatures, crowd simulation, and interaction logic.

Data science · EPFL IPESE

Data-driven AI decision-making for energy systems using dimensionality reduction, clustering, and shape analysis.

Game AI · Reinforcement learning

Real-time AI strategies built on BWAPI. Ranked first in Terran and second overall in the course competition.

NLP · Graph neural networks

Using GraphSAGE, GCN, and GAT models to improve text summarization through conversation structure analysis.