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MSc Computer Science

• Focus on Data Science
  • Artificial intelligence
  • Text mining and sentiment analysis
  • Information Retrieval
  • Natural Interaction
  • Affective Computing
  • New generation data models and DBMSs
• Erasmus 4EU+ at University of Copenhagen

BSc Computer Science

• Thesis on Fuzzy Systems learning in the field of Semantic Web

Classical Studies

Data Scientist

• Clinical Data Platforms: collaborated on the creation of centralized Clinical Data Platforms for leading healthcare institutions, developing data pipelines to process clinical file formats and integrating structured and unstructured data across Azure, Google Cloud Platform (GCP), and Microsoft Fabric environments.
• Generative AI R&D: contributed to the development of an AI prototype for automatic Patient Summary generation, utilizing advanced Generative AI models, Google Gemini, and LangChain to streamline the synthesis of clinical information.
• Predictive Model Development: designed a predictive model to assess the risk of anastomotic dehiscence (AD) after colorectal cancer surgeries and conducted a comprehensive analysis of risk factors to support clinical decision-making.
• Data Integration and Visualization: supported the design of Data Lakes, developed data pipelines, and created dashboards in Power BI for monitoring infectious disease cases.

Programming Tutor

• During my MSc, I assisted the lab teacher in Programming I lectures. My role was answering students' questions and helping them build the necessary problem solving skills to go on with their Computer Science studies.

MBTI Sentiment Analysis

• A Sentiment Analysis over different Myers Briggs Personality subreddits

Network StudentiUnimi Recommender System

• Recommender System for the Telegram groups of Network StudentiUniMi

MovieLens Neo4j Recommender System

• A Neo4j recommender system using the MovieLens dataset

MBTI Chatbot

• A chatbot that can take one of the 16 Myers-Briggs personalities

Predicting Empathy From Gaze Dynamics

• A university project exploring the relation between gaze dynamics and empathy

What do you like in dating apps?

• An aspect-based sentiment analyisis on dating apps reviews

Disease subtype discovery using multi-omics data integration

• Bioinformatics course project about disease subtyping in the context of prostate cancer

Decoding the STEM Gender Gap. Understanding the Factors at Play

• An agent-based simulation modelling the dynamics of gender gap in STEM