Research & Projects
Research papers, presentations, and analytical studies from my academic journey. Click any file to preview it directly in your browser.
ISTAT (Italian National Institute of Statistics)
University of Campania "Luigi Vanvitelli"
Machine Learning and Artificial Intelligence
Trained models (Random Forest, SVM, Logistic Regression) on clinical heart disease datasets, recording 88% accuracy for primary cardiovascular risk factors.
Longitudinal Multi-view Data Analysis
Analyzed international survey data (ISSP) in R to identify demographic patterns. Developed statistical profiles using Correspondence Analysis (CA) and Multiple Factor Analysis (MFA).
Spatial Random Processes
Probabilistic modeling and simulation methods for geographically distributed systems.
Statistical and Machine Learning Methods for Information Technologies
Applying ML models and analytics in interactive applications.
Indicators and Surveys Design for Official Statistics
Methodologies for constructing composite indicators using principal component analyses.
Biostatistics
Ran ANOVA and Bonferroni tests on clinical trial cohorts, evaluating the role of BMI as a therapeutic covariate.
Elements Of Software Engineering and Information Systems
Architectural design, system modeling, and backend structures.
Law, Ethics and Privacy Information Management
Investigating the intersection of digital privacy laws and algorithmic data management.
University of Copenhagen (Exchange)
Natural Language Processing (NLP)
Developed cross-lingual NLP models (TF-IDF, mBERT, mT5) for multilingual Question Answering. Evaluated standard performance metrics including F1 and BLEU.
Climate opinion and behavior in social data science
Mapping demographic trends to environmental policy making via social data.
Economic and Business Anthropology
Case studies on data-sharing regulations and business anthropology.