teaching

Classes and research mentorship.

University Campus-Bio-Medico of Rome

Fundamentals of Artificial Intelligence
Spring 2021-2022: Assistant professor

    It is an upper-division introduction to artificial intelligence. Throughout the course, I covered concepts ranging from data cleaning, decision tree, regression, support vector machine, feature selection and reinforcement learning. I designed homework and exams, and provided support to the students for the development of the final project.

Computer Vision
Winter 2021-2022: Assistant professor

    It is an upper-division introduction to computer vision. Throughout the course, I covered concepts ranging from Hough transform, filters, morphological image processing and segmentation. I designed homework and exams, and provided support to the students for the development of the final project.

Polytechnic University of Milan - ELIS

Artificial Intelligence
Spring 2021-2022: Professor

    It is an upper-division introduction to artificial intelligence, covering concepts ranging from search algorithms, action planning, treatment of uncertainty, fuzzy systems, reinforcement learning, and machine learning. I organised and taught the whole course and designed and assessed the homework and final exams.

Fundamentals of Computer Science
Winter 2021-2022: Assistant professor

    It is a course on software engineering in C++. I co-organized and taught the course, held regular office hours, and designed and graded homework.

Fundamentals of Computer Science
Winter 2020-2021: Assistant professor

    It is a course on software engineering in C++. I co-organized and taught the course, held regular office hours, and designed and graded homework.

Research Mentorship

Master's Students
    M. Mantegna (UCBM - 2021)
    Toxicological analysis of radiation therapy for NSCLC through deep reinforcement learning