Git Product home page Git Product logo

Hi 👋, I'm Ilya Tampio

Junior ML Engineer and Student at SPbSTU

animated

Languages and Tools:

cplusplus docker flutter git linux opencv pandas postgresql python pytorch scikit_learn seaborn tensorflow

Connect with me

Telegram Badge

Projects that I'm proud of (outdated, contact me for updated info)

Multilabel classification model - 3rd place on Hackathon

"Cyfrovoi proriv 2022" hackathon 3rd place winner (team: I PRO) - link

Work done:

  • Fixed data disbalance
  • Composed new deep model architecture based on adding heads to ResNet34 model
  • Trained model to perform inference

Technologies used:

  • PyTorch, TorchVision
  • ResNet34
  • FastAPI

Fake dairy products classification mobile app

Project for Rosselhoznadzor

Work done:

  • Maintained communication with the customer, drawing up the necessary data requirements and explaining the results obtained by the model
  • Visualised separation of classes on PCA
  • Enabled autonomous work of model on mobile device

Technologies used:

  • Dart
  • Matplotlib
  • sklearn

Telegram bot AI Knowledge Database FAQ assistant

Project for EESTECH CHALLENGE

Work done:

  • Used OpenAI API and TF-IDF to provide quality answers to predefined knowledge database
  • Expanding database in runtime

Techonologies used:

  • OpenAI API
  • TF-IDF
  • aiogram

Ilya Tampio's Projects

Ilya Tampio doesn’t have any public repositories yet.

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.