Alberto Pirillo's repositories
eeai-project-2023
Hand Gesture Recognition System using a Convolutional Neural Network trained with Transfer Learning on the ASL dataset. Deployable on an Arduino Nano 33 BLE with 256 KB of RAM.
nlp-project-2023
Predicting the similarity between the pairs of sentences in the STS dataset. Different unsupervised and supervised regression ML/DL techniques were investigated and evaluated with different metrics.
multidisciplinary-project-2023
Website that leverages AI (a Transfomer-based Bi-encoder model) to improve and automate the process of connecting job seekers with suitable job opportunities.
ola-project-2023
Pricing and advertising strategy for the e-commerce of an airline company, based on Multi-Armed Bandits (MABs) algorithms and Gaussian Processes. Simulations include non-stationary environments.
albertopirillo
Github profile
naml-project-2023
Comparison of Machine Learning and Deep Learning supervised classification (multi-class and binary) approaches to build systems for the automatic classification of musical genres.
smbud-project-2022
Implementation of multiple NoSQL database technologies (Neo4j, MongoDB and Apache Spark) to handle a large scale data set of scientific publications.
robotics-projects-2021
Collection of the two projects of the Robotics course @ PoliMi. Both projects rely on the middleware ROS. The first project focuses on odometry, whereas the second one focuses on SLAM.
wsa-app-compatibility
Keeping track of Android apps and their compatibility with the Windows Subsystem for Android
ing-sw-2021-pirillo-rocco-veliz
SW implementation of the board game "Master of Renaissance" using Object-Oriented programming and the MVC architectural pattern, relying on the Java programming language.
logical-networks-project-2020
Implementation in VHDL of an HW component capable of recalibrating the contrast of an image stored in an external memory, using a histogram equalization algorithm.
api-project-2020
Projects of Algorithms and Data Structures @ PoliMi. Implementation of an efficient text editor inspired by ed, with added undo and redo functionalities.