I'm Rosario (Rs).
I have been passionate about programming since childhood, and I am constantly learning and growing in this field. As a computer engineer, I am motivated to use my skills in computer vision, machine learning, and high-performance computing to tackle complex problems and make a real impact.
Scientist at NATO Centre for maritime research & experimentation.
Researcher at Leonardo's R&D laboratories.
Researcher at AImageLab laboratory
Date: 20/07/2023
Python (Pytorch)
These datasets have been generated using diffusion models in the context of the EU project ELSA for the Multimedia use-case.
The goal is to develop effective solutions for detecting and mitigating the spread of
deep fake images in multimedia content.
Datasets released on Hugginface:
Date: 01/03/2022
Frontend: Python (Tkinter)
Backend: Python (Pytorch)
HyperHound is a framework developed for
hyperspectral imagery analysis. It implements different deep learning and classical models
for target detection.
Date: 01/03/2023
Backend: Python
The developed service fuses Automatic Identification System (AIS) and Radar messages using Machine Learning (ML) algorithms. The service is dockerized making it easy to deploy. The ML algorithms used enable accurate tracking and identification of maritime vessels, thereby enhancing maritime safety and security.
Date: 08/09/2020
Frontend: C#
Backend: Python
The developed service is an advanced analytics tool that enables the analysis of the interaction between operators and machinery. This tool utilizes several deep learning models for detection and pose estimation, enabling it to accurately track operators movements and identify potentially dangerous actions. Additionally, it computes statistics on the safety of the working area.
Date: 19/12/2019
Backend: Python
REBA Score Estimation is a Python package that enables the computation of ergonomics metrics, such as Rapid Entire Body Assessment (REBA) and Ovako Working Posture Analysis System (OWAS), from a human pose.
Date: 21/05/2023
Unity, C#
This project is a practical demonstration of the 3D Google tiles API and RealMe Avatars API. It allows users to explore real-world locations in a 3D digital environment and customize their avatars for an immersive experience.
Data augmentation technique to improve target detection using simulated atmosphere conditions
Multi-step simulation workflows in Quantum ESPRESSO in order to assess the Jupyter-workflow capabilities to enable interactive simulations of realistic, large-scale systems.
Advanced AI for industrial applications: Introduction to Compute Vision (Object detector)
State-of-the-art Deep learning models to handle sequential data.
Data integration: Comparison between Big Gorilla and Open Refine
Many of my open source projects here are designed to learn new things or just for fun, not with usability in mind.
Android / iOS app built using Flutter framework to share notes during covid-19 quarantine
Deep Learning toolkit for Italian Natural Language Understanding
Module memory network and baselines models for visual reasoning in Pytorch on Clevr dataset
Multi-thread Web crawler in .Net, allows you to crawl websites’ URLs and fetch structure and pages information.
Older (before 2018)
Measurement Electroencephalogram (EEG) activity through the device NeuroSky MindWave , detects wave's type and analyzes data patterns with neural networks.
Simple tool for reading and writing memory in x86 and x64 processes.
“A journey is best measured in friends, rather than miles.” Leave Your Message in any place
Captioning photo on Android devices. Test with Deep Neural Network image recognition.
View hierarchically your Facebook contacts depending on interactions.
App for Windows mobile 6.1 to test the security of Alice and Fastweb networks.
Tool for reverse engineering. Calculate the distance between two instructions. Usefull with IDA pro.
