8000 Arupreza (Md Rezanur Islam) Β· GitHub
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Arupreza/README.md

Hi πŸ‘‹, I'm Md Rezanur Islam

Data Scientist | ML Engineer | In-Vehicle Network Security Researcher

Typing Animation


  • πŸ”­ Current Focus:
    I’m working on Driving Sentiment Detection to enhance vehicle safety and user experience.

  • 🌱 Learning Goals:
    Deep diving into Large Language Models (LLM), Langchain, Huggingface, and MLOps to build scalable and efficient AI systems.

  • πŸ‘― Collaboration Interests:
    Open to collaborations in LLM projects, Generative AI applications, and MLOps workflows.

  • 🀝 Key Skills Gained:

    • Building advanced Generative AI applications with Langchain and Huggingface.
    • Designing Retrieval-Augmented Generation (RAG) pipelines for enhanced performance.
    • Customizing and fine-tuning Huggingface models for domain-specific use cases.
    • Deploying AI models using various strategies for scalability and reliability.
    • Implementing MLOps pipelines for AI system deployment, monitoring, and optimization.
    • Utilizing tools like Docker, MLflow, and Jenkins for continuous integration and delivery in AI workflows.
  • πŸ“ Publications:
    Explore my research articles on Google Scholar or ResearchGate.

  • πŸ“« Contact Me:
    Feel free to reach out via arupreza@sch.ac.kr or aruphimonix@gmail.com.


🌐 Connect with Me:

arupreza


πŸ› οΈ Languages and Tools:

LLMs and AI Development

Python PyTorch Keras Detectron2.png Huggingface LangChain Logo OpenAI Logo Ollama Logo Mistral Logo Groq Logo

MLOps and Deployment Tools

Linux Logo AWS Logo Docker Logo DVC Logo MLflow Logo Airflow Logo Grafana Logo Jenkins Logo


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✨ "The best way to predict the future is to create it." ✨

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  1. CF-AIDS-Comprehensive-Frequency-Agnostic-Intrusion-Detection-System-on-In-Vehicle-Network CF-AIDS-Comprehensive-Frequency-Agnostic-Intrusion-Detection-System-on-In-Vehicle-Network Public

    Jupyter Notebook 1

  2. CANPerFL-Improve-In-Vehicle-Intrusion-Detection-Performance-by-Sharing-Knowledge CANPerFL-Improve-In-Vehicle-Intrusion-Detection-Performance-by-Sharing-Knowledge Public

    Jupyter Notebook 2

  3. Arupreza Arupreza Public

    Config files for my GitHub profile.

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