Biography
I have been involved in Medical Informatics since 2011 at IRCCS Sacro Cuore Don Calabria Hospital, initially as part of the hospital IT service, where I gained experience with health information systems, clinical data management, and the development of applications for the collection and analysis of oncology data.
Since 2012, I have been working in the Oncology Department, where I have expanded my academic training and professional skills in Data Science in a multidisciplinary role to:
- Design and maintain custom software and applications for the collection, management, visualization, and analysis of oncological data to support clinical research.
- Perform biostatistical analyses and implement Machine Learning and Deep Learning methods to extract insights from complex biomedical data and support predictive and exploratory modeling.
- Develop applications for automated data extraction from medical records, leveraging Large Language Models (LLMs) to improve efficiency and data quality.
- Machine Learning
- Deep Learning
- Data Science
- Biostatistics
II degree Master in Machine Learning and Big Data in Precision Medicine and Biomedical Research, 2020
University of Padova
I degree Master in Computer processing of biomedical data in medicine, 2010
University of Verona
MSc in Electronic Engineering, 2007
University of Padova
Skills
Data Analysis, Statistics, ETL,
Graphics, Machine Learning
Data Analysis, ETL, Graphics,
Machine Learning, Deep Learning
R Markdown, Jupyter Notebook, STATA scripts
Machine Learning and Deep Learning (Supervised/Unsupervised)
Regression, Survival analysis,
Parametric/Non-Parametric tests
Git, GitHub
Oracle, MySQL, SQLite, SQL Server
SQL and PL/SQL language
Development of web apps with
Oracle APEX and REDCap
Extracting insights from data
with QlikView and Plotly
Photoshop, GIMP
Passionate and amateur
(Portfolio)
Accomplishments
Hyperparameter tuning, Regularization and Optimization
Courses Included:
- AI for Medical Diagnosis (Certificate)
- AI for Medical Treatment (Certificate)
- AI for Medical Prognosis (Certificate)
Projects
