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jeeth-kataria/README.md

πŸ‘‹ Hi there, I'm Jeeth Kataria!

Typing SVG

πŸ”­ About Me

  • πŸŽ“ 3rd Year Computer Science Undergraduate at Ramaiah Institute of Technology
  • πŸ”¬ Currently working on AI/ML projects at DRDO (Defence Research & Development Organisation)
  • πŸš€ Passionate about Open Source Contributions and Parameter-Efficient Fine-Tuning (LoRA/QLoRA)
  • πŸ“š Contributing to major projects like Hugging Face Transformers and Mem0
  • 🧠 Specializing in Retrieval-Augmented Generation (RAG) systems and LLM optimization

πŸ’» Tech Stack

Languages & Frameworks

Python PyTorch TypeScript Docker

AI/ML & Tools

Hugging Face PEFT RAG

Infrastructure & DevOps

AWS Git GitHub


🎯 Current Projects

πŸ“Œ Hugging Face Transformers Contributions

  • PEFT/LoRA Claude SKILL - Comprehensive documentation for Parameter-Efficient Fine-Tuning techniques
    • Covers LoRA basics, QLoRA quantization, training strategies, and troubleshooting
    • Created as complementary documentation to improve LLM adapter accessibility
    • Status: PR preparing (Issue #42971)

πŸ” Mem0 Security Enhancements

  • Axios Security Upgrade - Updated axios 1.7.7 β†’ ^1.13.0 to resolve HIGH severity vulnerabilities
    • Addresses GHSA-jr5f-v2jv-69x6 (CSRF vulnerability)
    • Enables downstream projects to manage their own security updates
    • Status: βœ… PR Submitted (#3956)

πŸ› οΈ AI/ML at DRDO

  • Building RAG pipelines for domain-specific document understanding
  • Implementing efficient fine-tuning strategies for resource-constrained environments
  • Exploring parameter-efficient techniques for enterprise LLM deployments

πŸ“Š GitHub Stats

GitHub Stats

Top Languages

GitHub Streak


πŸŽ“ Learning & Interests

  • πŸ”¬ AI/ML Research: LLM optimization, fine-tuning techniques, RAG systems
  • πŸ“– Open Source: Contributing to transformers and memory systems
  • πŸš€ DevOps: Docker, AWS, CI/CD pipelines
  • πŸ’‘ Problem Solving: Debugging complex ML pipelines and optimizing inference

🀝 Let's Connect!

LinkedIn GitHub Email


πŸ“ˆ Visitor Count

Visitor Badge


⭐ If you find my work helpful, feel free to star my repositories and follow for more updates!

Let's build something amazing together! πŸš€

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