Projects
A selection of my recent works and contributions, including personal projects, collaborations, and open-source contributions. For a more comprehensive list, check out my GitHub profile.
HERMES: Enhancing Robustness and Ethical Integrity of Medical Image Classifiers
Designed and developed a robust evaluation pipeline for adversarial attacks and defenses in medical image classification systems, focusing on ethical AI deployment in healthcare.
Multi-layer Neural Network
Parallelization Strategies for a Multi-Layer Neural Network in OpenMP and CUDA
Subjectivity Detection in News Articles
Submission at CLEF 2025 CheckThat! Lab. Task 1: Subjectivity Detection in News Articles.
ECG Chagas Detection
ECG-based detection of Chagas disease using classic machine learning and deep learning models.
Sexism Detection (Twitter, Gab, Reddit)
Sexism detection in social media using LSTMs, Transformers and In-Context Learning (zero-shot and few-shot).
Milan Multilayer Network Analysis
Multilayer Network Analysis of Milan Public Transport System (metro, bus, tram).
Sentence Reconstruction with Transformers
Using Transformers to reconstruct sentences from shuffled words.
Whisper-TikTok
From AI tools to TikTok video creation using FFMPEG, Microsoft Edge read aloud and OpenAI Whisper model.
Heart Disease Prediction
A Bayesian Network model to predict the presence of heart disease in patients.
Image Search Engine: Weaviate
An image search engine using Weaviate and Streamlit.
Scalable WebApp
A scalable web application using R Shiny, Docker, and Ansible.
H&M Personalized Fashion Recommendations
A recommendation system for H&M fashion products.
Netflix Movies & TV Shows
An in-depth analysis of Netflix movies and TV shows.
Italian Wine Analysis
An analysis of Italian wine using clustering and Finite Mixture Models.
Primary Biliary Cholangitis Analysis
An analysis of Primary Biliary Cholangitis using clustering and classification.