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nikas-belogolov/README.md

    Hi, I'm Nikas Belogolov

    Nikas Belogolov's GitHub stats

I'm a motivated student with strong skills in full-stack development, Machine Learning and IoT. Seeking opportunities to contribute to innovative projects and expand my skills in software engineering. My Portfolio

🛠️ What I'm working on

  • AI Spaced Repetion: A Spaced Repetition web app integrated with AI to automate card creation and make learning fun.
    • Built with: TypeScript, TanStack Start, AI Vercel SDK.
  • @tanstack/ai: Contributing pull requests and issues.

Past projects

  • Leak Detection System for Irrigation Systems: A complete leak detection alert system for irrigation networks.
    • Built with: Next.js, C (ESP32), Socket.io, RabbitMQ, MongoDB, Protocol Buffers, PyTorch & Lightning, Pandas, Optuna.
  • esp-ble-prov: A library for configuring wifi credentials for ESP32 through WebBluetooth.
    • Built with: TypeScript, WebBluetooth, Protobuf.js, AES cryptography library.
  • Terminal Chess: A pure C implementation of the game of chess in the terminal.
    • Built with: C, CMake
  • Plant Disease Identification: High school project aiming at identifying plant diseases using TensorFlow Keras with Shapley values to explain model outputs
    • Built with: TensorFlow, Keras, shap, scikit-learn, seaborn, pandas, numpy.

💻 Technical Toolbelt

Category Technologies
Frontend React.js, TypeScript
Backend/DB Node.js, Tanstack Start, MongoDB
AI/ML Python, PyTorch, PyTorch Lightning, Keras, MatPlotLib, Seaborn, Scikit-learn
Infrastructure Linux, Git, Docker, AWS, CloudFlare
Embedded C, ESP-32 (Expressif), MQTT, Bluetooth

📫 Let's Connect

LinkedIn Email

Pinned Loading

  1. esp-ble-prov esp-ble-prov Public

    ESP32 WiFi Provisioning library over WebBluetooth

    JavaScript 2

  2. leak-detection-system leak-detection-system Public

    TypeScript

  3. plant-disease-identification-ML plant-disease-identification-ML Public

    Plant disease identification using ML neural network image classifier, with SHAP values.

    Jupyter Notebook

  4. terminal-chess terminal-chess Public

    The game of chess written in C for the terminal.

    C

  5. leak-detection-system-esp32 leak-detection-system-esp32 Public

    C

  6. leaknet leaknet Public

    Jupyter Notebook