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Hey there! I'm Ilay šŸ‘‹

A Passionate Software Backend Developer

šŸ‘ØšŸ»ā€šŸ’» About Me

  • šŸ”­ Ā  Iā€™m interested in Artificial Intellijence and trading systems with using it.
  • šŸ¤” Ā  Exploring new technologies and developing software solutions, which can help you to solve your problems.
  • šŸŽ“ Ā  Studying blockcahin, computer vision and Mathematics.
  • šŸ’¼ Ā  Full-stack C# and Android developer in projects with using Neural nets.

šŸ›  Tech Stack

  • šŸ’» Ā  C# | Python | Java | Android |
  • šŸ›¢ Ā  MySQL | Firebase | Postman
  • šŸ”§ Ā  Visual Studio | AndroidStudio | PyCharm | Jupyter | Visual Studio code | Git

Ilay 's Projects

binance-ai-bot-starter icon binance-ai-bot-starter

Boilerplate/Starter code for trading on binance using Machine Learning. Provides a basic pipeline for data gathering, feature creation, training, testing and deployment of ML augmented bots.

binance-view icon binance-view

This program helps you to trade, create your own bot and check it on historical data.

bitcoin_volatility_forecasting icon bitcoin_volatility_forecasting

GARCH and Multivariate LSTM forecasting models for Bitcoin realized volatility with potential applications in crypto options trading, hedging, portfolio management, and risk management

coursera-natural-language-processing-specialization icon coursera-natural-language-processing-specialization

My class notebooks and assignments for Coursera Natural Language Processing Specialization, including Natural Language Processing with Classification and Vector Spaces, Natural Language Processing with Attention Models

crypto-rl icon crypto-rl

Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent

espnet icon espnet

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

pytorch-xnor-net icon pytorch-xnor-net

XNOR-Net, with binary gemm and binary conv2d kernels, support both CPU and GPU.

retina icon retina

Face detection, recognition and tracking debug tool

tensortrade icon tensortrade

An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.

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