At lastminute.com, I contribute to machine-learning projects for travel products, including ancillary ranking that personalized the post-sale customer experience and increased revenue per user by 17%. I also work with pricing managers, ML scientists, and developers to integrate and monitor pricing algorithms and optimize strategies through A/B testing.
At Politecnico di Milano, I researched online change detection and developed an open-set recognition algorithm for silicon wafers in collaboration with STMicroelectronics. My research contributions also covered anomaly detection, image segmentation, deep learning on 3D point clouds, and neural network compression; projects led to scientific publications and a patent.
I work across machine learning research and production, including model deployment, monitoring, and automated testing. My personal projects include an LLM/RAG travel assistant and a credit-risk prediction model.
