Federico Raponi

Computer Science Master's Student

Passionate about building innovative solutions and exploring cutting-edge technologies.

About Me

I am a Master's student in Computer Science with a passion for software development, artificial intelligence, and data science. My academic journey has equipped me with a strong foundation in theoretical computer science and practical programming skills.

Education
Master's in Computer Science, Specializing in Artificial Intelligence
Research Interests
Machine Learning, Natural Language Processing, Computer Vision
Professional Goal
To develop innovative solutions that address real-world challenges using cutting-edge technologies

Projects

Explore my portfolio of projects spanning various domains and technologies.

From January 2025 to January 2025

Transfer Learning from Text-Motion Retrieval to Violence Classification

Investigating semantic priors from text-motion retrieval models for violence classification using meta-learning.

Machine LearningDeep LearningMeta-Learning+2

From October 2024 to January 2025

Pneumonia detection from Chest X-ray images

Comparison of binary classification techniques using traditional methods and deep learning.

Machine LearningDeep LearningComputer Vision+2

From October 2024 to January 2025

Iris Recognition: Traditional vs. Deep Learning Approaches

Comparison of traditional biometric pipeline vs deep learning-based methods.

Machine LearningDeep LearningComputer Vision+2

From April 2024 to October 2024

Progettazione e implementazione di un sistema di raccolta dati per l'allenamento di un modello di Machine Learning

This is the internship report for my Bachelor's degree thesis.

BackendDatabaseAPI+2

From May 2025 to June 2025

BuddyBack Federated Learning

A federated learning system for training machine learning models across distributed devices.

Deep LearningMachine LearningFederated Learning

From October 2022 to January 2023

WasaPhoto

A web application for managing and sharing photos, built using Go and Vue deployed using Docker.

Web DevelopmentBackendFrontend+2

Skills & Technologies

A comprehensive list of my technical skills and the technologies I work with.

Programming Languages

Python

TypeScript

Java

SQL

Web Development

React

Next.js

FastAPI

Django REST

Gin

Tailwind CSS

Shadcn

Data Science & AI

PyTorch

Scikit-learn

Pandas

NumPy

Tools & Platforms

Git

Docker

AWS - S3, RDS

Firebase

Proxmox

PostgreSQL

Contact Me

Have a project in mind or want to discuss a collaboration? Get in touch!

Contact Information

fraponi98@gmail.com

Latina, Italy