Responsibilities include:

• Spearheaded Innosuisse project titled “Data-driven optimization of surgical skills” in collaboration with an industry partner
• Developed novel algorithms in the domains of imitation learning and inverse reinforcement learning
• Applied these algorithms in the context of a surgical teaching assistance algorithmic pipeline.
• Teaching duties: Advanced Machine Learning and Statistical Learning Theory

Responsibilities include:

• Applied seq2seq models with structured memory for story generation.
• Developed novel autoencoder architecture based on non-Euclidean latent space geometry.

Responsibilities include:

• Development of an energy-harvesting wireless sensor network for health monitoring of large electrical machines