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albertopirillo

Github profile

anndl-challenges-2023

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.

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.

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.

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.

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.

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.

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.

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.

smbud-project-2022

Implementation of multiple NoSQL database technologies (Neo4j, MongoDB and Apache Spark) to handle a large scale data set of scientific publications.

wsa-app-compatibility

Keeping track of Android apps and their compatibility with the Windows Subsystem for Android