Coder Social home page Coder Social logo

Hi there šŸ‘‹

Iā€™m Gianpaolo, an engineer, gamer and passionate about technology and innovation. I specialized in Machine Learning, Computer Vision and NLP to better understand the technologies that will dominate all markets in the near future. I found my StartUp Neuraly with the mission to bring these technologies to the smallest companies in Italy. I'm currently looking for a full-time job in Machine Learning Engineer or Software Engineer.

šŸŽ“ Education

  • M.Sc. in Computer Science and Engineering at Politecnico di Milano 110 cum Laude (highest evaluation) with focus in Machine Learning, Data Science, Computer Vision, Software Engineering.
  • B.Sc. in Computer Science and Engineering at Politecnico di Milano with focus on Statistics, differential calculus, theoretical computer science.

šŸ‘ØšŸ½ā€šŸ’» Working Experience

  • Neuraly | Founder and CTO, Software Engineer, ML Engineer, Italy
    • Launched an AI startup focused in building and delivering NLP and Computer Vision solutions through SotA architectures.
    • Helped 4+ companies to improve their products by delivering 7+ SotA NLP and Computer Vision products.
    • Trained and deployed Neural Network pipelines with 1k+downloads monthly. SentiBert.
  • GoBee.it | Freelance, ML Engineer, Italy
    • Collaborated with the StaUp Gobee for the creation of shooting maps to record and edit video automatically.
    • Improved automatic video capturing with 90% accuracy by training a Computer Vision model.
  • Politecnico di Milano | Teacher, Software Developer, Italy
    • I taught as laboratory tutor for some courses in computer science about programming helping students in writing and compiling C programs on Linux environment.

šŸ’» Main Projects

  • Neuraly - NLP & NLU Intelligence Platform
    • Created a platform (SaaS) that ingests unstructured data (i.e. PDFs, OSINT) through a RESTful API for an in-depth analysis.
    • Implemented 15+ modules to extract Keywords, Entities, OCR, Topics, Knowledge-Graph, Summary and Sentiment.
    • Improved scalability supporting 10K+ documents per user using cloud technologies and implementing a semantic document search engine with advanced Intelligence features.
  • Neuraly - Open Source Sentiment Analysis Transformer
    • We Released the first Italian Sentiment Analysis Model on the HuggingFace platform with 1k+ monthly downloads. We achieved SotA performances in Sentiment analysis with 82% accuracy on the test set.
    • SentiBERT Model
  • Neuraly - Computer Vision for Anti tampering
    • Created an iOS app for a customer that can read a qr and a hologram from a tag.
    • reated an algorithm to decode a code present in the hologram, make a matching with the qr and verify through an ML model that the hologram is real and not counterfeit.
    • Created a model for classify images of holograms (real/fake) with 85% accuracy
  • Thesis - Towards Affordance Prediction with Vision via Task Oriented Grasp Quality Metrics
    • Defined a theoretical framework for task-oriented grasp evaluation, synthesized robotic grasping data on objects through a c++ grasp simulator and trained GraphNet on synthetic data achieving 87% accuracy.
    • This work as part of the MSc thesis led to a publication (in press) at a relevant workshop within the ICRA conference.
    • Paper
    • IWCMAR Conference

šŸ“š Public Repositories

šŸ“« Contacts

Gianpaolo Di Pietro's Projects

balena-sound icon balena-sound

Build a single or multi-room streamer for an existing audio device using a Raspberry Pi! Supports Bluetooth, Airplay and Spotify Connect

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    šŸ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. šŸ“ŠšŸ“ˆšŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ā¤ļø Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.