https://github.com/piero24/piero24

Github Profile Readme
https://github.com/piero24/piero24

github readme readme-profile

Last synced: over 1 year ago
JSON representation

Github Profile Readme

Host: GitHub
URL: https://github.com/piero24/piero24
Owner: Piero24
Created: 2022-05-19T19:09:58.000Z (about 4 years ago)
Default Branch: main
Last Pushed: 2024-10-21T08:41:22.000Z (over 1 year ago)
Last Synced: 2025-02-23T04:27:26.034Z (over 1 year ago)
Topics: github, readme, readme-profile
Homepage: http://www.pietrobonandrea.com/
Size: 4.47 MB
Stars: 0
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

          




  





  


     Hi, I'm Pietrobon Andrea

    

  




  


    Computer Engineering Master's Degree Student at the 

    

    University of Padua (🇮🇹) 

  




  
















  🦾 I’m currently learning NLP and exploring Transformers

  


  🤖 I'm interested in Machine Learning and Deep Learning



  


  📚 Collaboration is the Key for building great things!

  


  👨🏽‍💻 All of my projects are available at @Piero24



  


  💬 Let's talk about Data Structures and Algorithms 😆



  























  

  

  



 












  
🛠️ Other Project I have worked on 🛠️ 






🧠 **VanillaNet Cpp**: ([🔗Code](https://github.com/Piero24/VanillaNet-cpp) | [🕹️Demo](https://colab.research.google.com/drive/1PKhdX0fzxX75JgCNBCbbtW9H_NRVtl_i?usp=sharing))

  - A fully connected Neural Network in C++ with SGD from scratch, achieving **98% accuracy** on the MNIST dataset.

  - Developed with: C++, Cmake, Deep Learning




🏠 **Airbnb Clone Website**: ([🔗Code](https://github.com/Piero24/airbnb-clone) | [🕹️Demo](https://beautiful-sable-2905de.netlify.app))

  - Fully responsive Airbnb clone website featuring user authentication, property listings, and booking functionality

  - Developed with: React, TypeScript, Tailwind CSS, MongoDB, Prisma, Next.js, Auth.js




🚚 **Mathematical Optimization of the Traveling Salesman Problem**: ([🔗Code](https://github.com/Piero24/TSP_Optimization) | [🕹️Results](https://github.com/Piero24/TSP_Optimization/tree/main/Results) | [📄Paper](https://github.com/Piero24/TSP_Optimization/blob/main/Thesis.pdf))

  - Application of different Algorithm to optimize a TSP problem achieving solutions **within 3% of the optimum**

  - Developed with: CPLEX, C, Cmake




💬 **Telegram Bot Amazon Offers**: ([🔗Code](https://github.com/Piero24/TelegramBot-AmazonOffers) | [🕹️Demo](https://linktr.ee/webofferte))

  - Find and select the best offers on Amazon and forward them to the Telegram channel

  - Developed with: Python, SQLite3, [pyTelegramBotAPI](https://github.com/eternnoir/pyTelegramBotAPI), [Amazon Product Advertising API](https://programma-affiliazione.amazon.it/assoc_credentials/home)




🤖 **Tiago Movement and Object Manipulation With ROS**: ([🔗Code](https://github.com/Piero24/Intelligent-Robotics_project_23-24) | [🕹️Demo](https://github.com/Piero24/Intelligent-Robotics_project_23-24/tree/main/Videos) | [📄Paper](https://github.com/Piero24/Intelligent-Robotics_project_23-24/tree/main/report_presentation))

  - Operating tasks within a simulated space to recognize and maneuver around obstacles while capturing objects

  - Developed with: C++, ROS, Moveit




🐙 **HSNet+: Enhancing Polyp Segmentation with Region-wise Loss**: ([🔗Code](https://github.com/Piero24/lossFuncition-4SN) | [🕹️Demo](https://colab.research.google.com/drive/1TEcddIvATuULZxx9QQD3hXsm5ahs0iQv?usp=sharing) | [📄Paper](https://github.com/Piero24/lossFuncition-4SN/blob/master/Pietrobon_Biffis.pdf))

  - Combines the advantages of Transformer networks and CNN, along with regional loss for polyp segmentation

  - Developed with: Python, PyTorch, OpenCV, Numpy




🍓 **Food Recognition and Leftover Estimation**: ([🔗Code](https://github.com/Piero24/Food-recognition-and-leftover-estimation) | [🕹️Demo](https://github.com/Piero24/Food-recognition-and-leftover-estimation/tree/main/Results) | [📄Paper](https://github.com/Piero24/Food-recognition-and-leftover-estimation/blob/main/Paper.pdf))

  - Food recognition and leftover estimation with **95% more accurate** performance than the previous version

  - Developed with: C++, Cmake, OpenCV




 ✈️ **BookFlights - Telegram bot for flight offers**: ([🔗Code](https://github.com/piero24/BookFlights) | [🕹️Demo](https://linktr.ee/bookflights))

  - A telegram bot for each Italian region to see flight offers departing from airports in that region

  - Developed with: Python, SQLite3, [pyTelegramBotAPI](https://github.com/eternnoir/pyTelegramBotAPI), Airline companies API

  




 📐 **AutoLoss-Zero: Objective functions in training neural networks**: ([📄Paper](https://thesis.unipd.it/handle/20.500.12608/34548))

  - AutoML method, for the detection of colon polyps

  - Developed with: Matlab, Deep Learning


















  
📉 Github stats 📈








  

  



  

    

    

    

    

  















  
🧪 Some technologies that I have used 🧪









  

    Software

    Tools

    Language

  

  

    

      


        

      

    

    

      

        

      

    

    

      

        

      

      

        

      

    

  


















  
📬 You can find me here 📬







   

    

  

   •

   

    

  

   •

   

    

  

   •

   

    

  













  








⇧