Andrea Rafanelli bio photo

Andrea Rafanelli

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I am a Ph.D. student in Artificial Intelligence at the University of Pisa. I actively collaborate with the Department of Computer Science, Engineering, and Mathematics (DISIM) of the University of lโ€™Aquila and the Department of Computer Science and Engineering (DISI) of the University of Bologna.

I obtained my masterโ€™s degree in Data Analytics from the Catholic University of the Sacred Heart. Before that, I got my B.S. degree in Statistics and Economics from the University of Turin.

Research Interests ๐Ÿง 

  • Symbolic and Sub-symbolic integration: combining statistical AI with human-like symbolic knowledge and reasoning.
  • Explainable Artificial Intelligence: build transparent, explainable, and trustworthy systems.
  • Robustness: real-world robust learning systems.

Hackathons ๐Ÿ†

  • Covid CXR hackathon: design an algorithm to support medical doctor to formulate a Covid-19 prognosis from chest X-ray images and clinical data collected during triage, 2022.
  • Dynamic Pricing competition: build an RL algorithm that is able to vary prices and compete with other algorithms by incorporating the information received on a simulated market, 2020.
  • Hackathon Stats Under the Stars 5: analysis of a real-world analytics problem, provided by Generali Assicurazioni, 2019.

Moocs ๐Ÿ“–

Tech Skills ๐Ÿ’ป