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GL3MON/README.md

Hi, I'm Harissh Ragav! 👋

I'm an AI/ML Enthusiast with a passion for LLMs (Large Language Models) and NLP (Natural Language Processing). 🚀🤖

Let's connect and collaborate on some awesome projects! 💻🌟

💻 Technologies & Tools

  • Languages: 🐍 Python,🦀 Rust ,🌐 JavaScript, 💻 C++, ☕ Java
  • Tools: 🐳 Docker, 🌲 Git, 📝 VS Code, 📓 Jupyter Notebook
  • Frameworks: 🧠 TensorFlow, 🔥 PyTorch, 📊 Scikit-learn, 🔗 Langchain, 📚 Langraph, 🤗 Hugging Face, 🦙 LlamaIndex, 🐼 Pandas, 📉 Seaborn, ⚛️ React, 🌐 Flask, 🍀 Django

🌟 Projects I'm Proud Of

🤖 Algorithmic

A Multi-Agent System designed to tackle complex coding challenges requiring high-level reasoning.

🧬 Genome Sequencing using a Decoder-only Transformer Model

Generating mutated genome sequence using Transformers and Multiheaded Attention Mechanism.

🧑‍🏫 System Savant

A tutor for Computer Organization and its related domains. The chatbot utilizes state-of-the-art LLM Llama2 and made it domain-specific using Advanced RAG Implementation.

📫 Let's Connect!

🔧 Currently Crafting

  • Researching about improving Zero Shot reasoning abilities in LLMs using Multi-Agent Systems and Advanced RAGs.

Feel free to explore my repos, leave a star ⭐ if you like what you see, and don't hesitate to reach out if you want to collaborate or just chat about code and coffee!

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  1. Algorithmic Algorithmic Public

    A Multi-Agent System designed to tackle complex coding challenges requiring high-level reasoning.

    Python 6

  2. GenomeSequencingUsingTransformers GenomeSequencingUsingTransformers Public

    Generating mutated genome sequence using Transformers and Multiheaded Attention Mechanism.

    Python 1

  3. SystemSavant SystemSavant Public

    A tutor for Computer Organization and its related domains. The chatbot utilizes state-of-the-art LLM Llama2 and made it domain-specific using Advanced RAG Implementation.

    Python 1

  4. VisionTransformer VisionTransformer Public

    Image Classification using a modified version of Transformer Model called Vision Transformer.

    Python

  5. TransformerFromScratchUsingTensorflow TransformerFromScratchUsingTensorflow Public

    This is a TensorFlow implementation of a Transformer-based language model.

    Python 1

  6. SMSTemplateAnalysis SMSTemplateAnalysis Public

    This fine-tunned model analyses the received text message as spam or not. For this specific NLP task we use a simple Encoder Only pretrained Model developed by Google, named BERT.

    Python 1