Projects

Search Engine that can recognize the species of a bird from an image uploaded by the user, proposing also similar pictures. Our own version of the PP-Index has been implemented to enable fast similarity search (developed for the Multimedia Information Retrieval and Computer Vision course)

Deep learning architecture that can solve the classification problem of B-Cell lymphoblasts versus normal cells in white blood cells microscopic images (developed for the Computational Intelligence & Deep Learning course)

Telemetry system for a smart sauna, with sensors, actuators and a control application (developed for IoT course)

5-year Business Plan of an innovative industrial initiative, that is a startup company, created from scratch by a group of entrepreneurs and in search of funding (developed for the course of Business and Project Management)

Implementation of the MapReduce PageRank algorithm using the Hadoop framework in Java, and the Spark framework both in Java and Python (developed for the Cloud Computing course)

Health monitoring system for a set of Docker hosts that exposes a REST interface and which components communicate with RabbitMQ (developed for Cloud Computing course)

Social application for sharing musical tastes that uses a machine learning classifier to decide the genre of the songs (developed for Data Mining and Machine Learning course)

Web application that can host a variety of multiplayer browser games (developed for Distributed Systems and Middleware Technologies course)

E-commerce application with focus on electronic products (developed for Large-Scale and Multi-Structured Databases course)