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Kiarash99Naghavi/README.md

Hi there, I'm Kiarash πŸ‘‹

LinkedIn Google Scholar Email

PhD in Mechanical Engineering | MS in Computer Science @ UConn

Building intelligent systems at the intersection of LLMs, computer vision, and manufacturing. My research focuses on multimodal AI systems, RAG frameworks, and physics-informed machine learning for engineering applications.

πŸ† Highlights

  • πŸ₯‡ 1st Place - ASME AI Hackathon (2025)
  • πŸ… Best Paper Award - ASME IDETC/CIE (2025)
  • πŸ“„ 41% improvement with MCERF multimodal retrieval system
  • πŸŽ“ Pratt & Whitney Graduate Fellowship

πŸ’» Tech Stack

Python β€’ PyTorch β€’ TensorFlow β€’ HuggingFace β€’ LangChain β€’ RAG Systems β€’ AWS/Azure/GCP β€’ Docker

Specialized in foundation models, vision-language models, fine-tuning (LoRA/QLoRA), and multi-agent systems.

πŸ”¬ Research

Working on multimodal LLM frameworks for engineering documentation, defect detection systems for 3D printing, and physics-aware ML for manufacturing.

πŸ“„ Publications β€’ πŸ’Ό LinkedIn β€’ πŸ“§ Email

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  1. -mobile-qa-multiagent -mobile-qa-multiagent Public

    Autonomous multi-agent system for mobile app testing

    Python

  2. MCERF MCERF Public

    MCERF is a modular multimodal retrieval and reasoning framework designed for question answering on engineering documentation. It addresses the challenge of understanding complex engineering documen…

    Jupyter Notebook 1