albertopirillo
Research Fellow @ DEIB, Politecnico di Milano | MSc Computer Science and Engineering - AI & ML
Politecnico di MilanoMilan, Italy
Pinned Repositories
albertopirillo
Github profile
anndl-challenges-2023
Collection of two projects applying Deep Neural Networks on real-world problems. The first one with CNNs for image recognition and the other with RNNs and 1D-CNNs for timeseries forecasting.
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.
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.
NITRO-D
Novel framework for deep integer-only CNNs operating entirely in the integer-only domain for both training and inference. Based on a novel integer-only network architecture and learning algorithm.
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.
smbud-project-2022
Implementation of multiple NoSQL database technologies (Neo4j, MongoDB and Apache Spark) to handle a large scale data set of scientific publications.
albertopirillo's Repositories
albertopirillo/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/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.
albertopirillo/smbud-project-2022
Implementation of multiple NoSQL database technologies (Neo4j, MongoDB and Apache Spark) to handle a large scale data set of scientific publications.
albertopirillo/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.
albertopirillo/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.
albertopirillo/albertopirillo
Github profile
albertopirillo/anndl-challenges-2023
Collection of two projects applying Deep Neural Networks on real-world problems. The first one with CNNs for image recognition and the other with RNNs and 1D-CNNs for timeseries forecasting.
albertopirillo/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.
albertopirillo/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.
albertopirillo/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.
albertopirillo/NITRO-D
Novel framework for deep integer-only CNNs operating entirely in the integer-only domain for both training and inference. Based on a novel integer-only network architecture and learning algorithm.
albertopirillo/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.
albertopirillo/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.
albertopirillo/wsa-app-compatibility
Keeping track of Android apps and their compatibility with the Windows Subsystem for Android