Education
Doctor of Philosophy (PhD) in Electrical Engineering
Eindhoven University of Technology29th October 2024, dissertation title “Machine Learning Approaches for Prediction of Treatment Outcome in Cardiac TAVI Procedures”
Master of Science (MSc) in Clinical and Biomedical Engineering
University of TriesteI graduated on the 16th March 2018 in Clinical and Biomedical Engineering with an inter-university degree program between the University of Padua and Trieste.
Electrical Engineering
Eindhoven University of TechnologyI spent a year during my MSc Degree in Clinical and Biomedical Engineering at the Eindhoven University of Technology, initially with the Erasmus+ Program, later for my master thesis after a short period of internship in the VCA-SPS research group.
Biomedical Engineering
University of PaduaI spent the first semester of my MSc Degree in Clinical and Biomedical Engineering at the University of Padua for the inter-university degree program with the University of Trieste.
Bachelor of Science (BSc), Telecommunications Engineering
Polytechnic of TurinI graduated on the 26th July 2014 in Telecommunications Engineering at the Polytechnic of Turin.
Experience
Data & AI scientist
PhilipsResearch & Advanced Development for the Philips Mobile Cardiac Telemetry (MCOT) Patch.
PhD Candidate
Eindhoven University of Technology
Research
- I focused on developing a computer-based decision system for cardiac surgery, specifically to predict outcomes after Transcatheter Aortic Valve Implantation (TAVI) using machine learning and deep-learning techniques.
- Collaborations with the Catharina Hospital of Eindhoven and for the external validations with the Amsterdam UMC.
- Published articles and presented at international conferences.
Management
- Led the data analytics work package for the EU funding project (PARTNER).
- Delivered software and documentation.
- Project won the ITEA Award of Excellence in 2021.
Teaching
- Student assistant for the Digital Signal Processing course of the bachelor degree in electrical engineering.
- Role evolved from student assistant to student assistant coordinator of 4 PhD students.
Consultant Engineer
Altran Italia S.p.A. (today known as Capgemini)
RAN Optimization Consultant Engineer in Vodafone
- Mobile network planning, monitoring and optimization in Nokia Siemens (NSN) technologies.
Warehouse and Logistics Consultant Engineer in Vodafone
- Warehouse and Logistic management, radio network equipment inventory and technical support, testing of software and processes.
Skills
Machine Learning
Deep Learning
Computer Vision
Tensorflow
Pytorch
Amazon AWS
Microsoft Azure
Python
Scikit-Learn
Awards
Best presentation award
ACM ICBET 2022Issued by 12th International Conference on Biomedical Engineering and Technology.
ITEA Award of Excellence Exploitation
ITEA funding agencyITEA Award of Excellence Exploitation for the PARTNER project Patient-care Advancement with Responsive Technologies aNd Engagement togetheR.
Best presentation award
ACM ICBET 2020Issued by 10th International Conference on Biomedical Engineering and Technology.