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Achievements

Achievement: Pull SharkAchievement: YOLO

Achievements

Achievement: Pull SharkAchievement: YOLO

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CLoaKY233/README.md

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🚀 About Me

Pre-final year student passionate about merging Rust's performance with Python's versatility. I specialize in machine learning, distributed systems, and high-performance computing.

  • 🔬 Exploring: Rust, Deep Neural Networks, SurrealDB
  • 🛠️ Building: ML pipelines, Web scrapers, Distributed systems
  • 🌟 Innovating: Cross-language ML implementations
  • 🎯 Mission: Optimize ML workflows through language synergy

💻 Tech Stack

Rust Python TensorFlow PyTorch Kafka OpenCV SurrealDB

🌟 Featured Projects

  1. 🐾 Real-time Pet Classifier

    • Distributed image classification system using Kafka and CNN
    • Tech: TensorFlow, OpenCV, Kafka
    • Features: Real-time processing, scalable architecture

  2. 🔬 SurrealDB ML Toolkit

    • Integration of SurrealDB with machine learning workflows
    • Tech: Rust, Python, PyTorch, SurrealDB
    • Demonstrates: Data operations, model training with SurrealDB

  3. 🛒 Dual Amazon Scraper

    • High-performance web scraping tools for Amazon India
    • Tech: Python & Rust
    • Highlights: Speed optimization, large-scale data extraction

  4. 🧠 Neural Network Comparison (WIP)

    • Benchmarking neural network implementations
    • Tech: Rust, PyTorch, Keras
    • Goal: Performance analysis across different frameworks

📈 GitHub Stats

Activity

GitHub Stats GitHub Streak

🤝 Let's Connect

I'm always open to collaborating on projects and innovative ideas. Feel free to reach out!

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  1. DataStreams DataStreams Public

    Real-time cat/dog image classifier using Kafka and CNN. Sender uploads images to Kafka, receiver processes with pre-trained model, returns predictions via Kafka. Demonstrates distributed, scalable …

    Python

  2. NeuralNetworks NeuralNetworks Public

    A project predicting customer spending using machine learning. Features data cleaning and a deep neural network model. Processes raw customer data, handles date conversions, and encodes categories.…

    Python

  3. SurrealDB-ML-toolkit SurrealDB-ML-toolkit Public

    SurrealDB ML Toolkit: A collection of Rust and Python scripts demonstrating SurrealDB integration with machine learning. Features basic data operations and simple PyTorch model implementations. Ide…

    Python

  4. WebScraper WebScraper Public

    This project offers two powerful web scraping tools for Amazon India: a Python script and a high-performance Rust program. Both allow users to easily extract product information based on search ter…

    Rust