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CorsiDanilo/README.md

๐Ÿ’ซ About Me

Hi ๐Ÿ‘‹๐Ÿป, I'm Danilo Corsi.

๐Ÿ‘จ๐Ÿปโ€๐ŸŽ“ I hold a Bachelor's Degree in Computer Science from La Sapienza University of Rome, and I'm currently pursuing a Master's Degree in Computer Science at the same institution, with a focus on Machine Learning and Deep Learning.

๐ŸŒฑ I'm passionate about applying AI and data science to solve real-world problems, with a strong interest in fields like predictive modeling, data analysis, and the use of Large Language Models (LLMs).

๐Ÿ’ป I have hands-on experience with various projects in AI, deep learning, and software development. You can check out all my work here on GitHub.

๐ŸŒ For more information, feel free to visit my personal page: LinkTree.

๐ŸŒ Links

โœ‰๏ธ danilo.corsi@outlook.it

๐Ÿ’ฌ Telegram

๐Ÿ“ƒ LinkedIn

๐Ÿ› ๏ธ Tech Stack

๐Ÿ’ป Languages

  • Python, C#, C++, Java, JavaScript, TypeScript, Solidity, LaTeX

๐ŸŽจ Frontend Development

  • HTML, CSS, SCSS, React.js, React Native, Unity

๐Ÿ—๏ธ Backend Development

  • Node.js, MySQL, FastAPI, SQL (PostgreSQL, MySQL), HardHat

๐Ÿ“Š Data Science & Machine Learning

  • PyTorch, PySpark, Scikit-Learn, Matplotlib, Seaborn, Pandas

๐Ÿงฐ Tools & Technologies

  • Docker, Postman, Microsoft Office Suite, Figma, Adobe XD, Git (GitHub, GitLab)

โš™๏ธ Projects

๐ŸŽ“ University Projects

  • ๐ŸŽ›๏ธ Leveraging LLMs for Informed Bitcoin Trading Decisions
    Exploring the use of Large Language Models (LLMs) to assist Bitcoin traders by analyzing sentiment from news and social media data.
    (Python, Deep Learning, Pytorch, LLMs, Gradio)

  • โ–ถ๏ธ Multimodal Youtube Advertisement Sentiment Analysis
    Implementation of deep learning models to perform multimodal advertisement sentiment analysis using tone of the voice, facial expressions, and remote photoplethysmography.
    (Python, Deep Learning, Pytorch, Multimodal Interaction)

  • ๐Ÿคผ Skin Lesion Classification
    Implementation of deep learning models to perform skin lesion classification.
    (Python, Deep Learning, Pytorch, CNN, Vision Transformers, StyleGAN)

  • ๐Ÿ“ฆ SmartSupply
    Implementation of a DApp using the Blockchain that allows customers to verify the authenticity of the products they purchase.
    (Solidity, Typescript, Hardhat, Ethereum, Express, Docker, ReactJS, Prisma)

  • ๐Ÿช™ Bitcoin Price Prediction
    Implementation of machine learning models that try to predict the price of Bitcoin using features related to its price and blockchain information.
    (Python, PySpark, Machine Learning)

  • ๐Ÿฝ๏ธ Voicefork
    Implementation of TheFork mobile application clone through a microservice structure.
    (MobileApp, Typescript, Python, Docker, React Native, MySQL, PostgreSQL, Redis, Terraform, k6, Express, Prisma, FastAPI, Faiss)

  • ๐Ÿ—ฃ๏ธ Voicefork Alexa Skill
    Voicefork add-on that implements an Alexa skill, allowing you to make restaurant reservations using your voice.
    (Voice User Interface, Alexa Skill, Typescript)

  • ๐Ÿ‘‹ BiometricBites
    Web application that allows biometric access to university cafeteria with face recognition.
    (WebApp, FaceRecognition, Typescript, ReactJS, SCSS, Django, Python, MySQL)

  • ๐Ÿ›ฉ๏ธ DroNET
    Homework for the master's degree in Computer Science course "Autonomous Networking" at the University of Rome "La Sapienza," consisting of implementing a routing protocol for UAV ad-hoc wireless networks using Q-learning.
    (Python, Reinforcement Learning)

  • ๐Ÿซ  Stroke Prediction Model
    Homework for the master's degree in Computer Science course "Fundamentals of Data Science" at the University of Rome "La Sapienza," consisting of creating a machine learning model for predicting strokes.
    (Python, Machine Learning)

๐Ÿ˜Š My Projects

  • ๐ŸŽ™๏ธ Whisper Audio/Video Transcription App
    Development of a transcription app built using the Faster Whisper model, which transcribes audio and video files into text. It is powered by Gradio for a user-friendly web interface and supports audio or video file uploads for transcription.
    (Python, LLM, PyTorch, CUDA, Deep Learning)

๐Ÿค Others

  • ๐ŸŽฎ SanLo Defence
    Development of a mobile tower defense game for the revaluation of the San Lorenzo district (Rome). Worked on the development of the frontend (main screen, main menu, and submenus).
    (Frontend, C#, RestAPI, Unity, Figma)

  • ๐Ÿš— GeneroCity
    Development of an Android app that allows users to easily find a parking spot. Worked on the frontend development (home screen, parking list, and some parking/unparking functionality).
    (Mobile App, Frontend, Java, Android Studio, Adobe XD)

๐Ÿ“Š GitHub Stats:



๐Ÿ† GitHub Trophies


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  1. Whisper-Audio-Video-Transcription-App Whisper-Audio-Video-Transcription-App Public

    This project is a transcription app built using the Faster Whisper model, which transcribes audio and video files into text. It is powered by Gradio for a user-friendly web interface and supports aโ€ฆ

    Jupyter Notebook 3

  2. multimodal-advertisement-sentiment-analysis multimodal-advertisement-sentiment-analysis Public

    Forked from AlessioLucciola/multimodal-advertisement-sentiment-analysis

    Final project for the master's degree in Computer Science course "Multimodal Interaction" at the University of Rome "La Sapienza" (A.Y. 2023-2024).

    Jupyter Notebook 1

  3. skin-lesion-classification skin-lesion-classification Public

    Forked from DomizianoScarcelli/skin-lesion-classification

    Final project for the master's degree in Computer Science course "Advanced Machine Learning" (AML) at the University of Rome "La Sapienza" (A.Y. 2023-2024).

    Jupyter Notebook 1

  4. Leveraging-LLMs-for-Informed-Bitcoin-Trading-Decisions Leveraging-LLMs-for-Informed-Bitcoin-Trading-Decisions Public

    Master's Degree Thesis degree in Computer Science at the University of Rome "La Sapienza" (A.Y. 2023-2024).

    Jupyter Notebook 2