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rana-rishith/README.md

Hey, I'm Rana 👋 B.Tech Information Technology @ Manipal University Jaipur, India I build things at the intersection of vision and language — multimodal AI, deep learning, and NLP. Currently exploring parameter-efficient fine-tuning methods for adapting large models to specialized domains.

🔬 What I'm Working On

Medical Image Captioning — Multimodal system combining ViT-Base + Phi-2 (2.7B) with LoRA fine-tuning to generate radiology image descriptions. Trained on a single RTX 4090 in ~5 hours.

🛠️ Tech Stack Languages: Python, Java, SQL, C ML/DL: PyTorch, HuggingFace Transformers, PEFT/LoRA Tools: Git, Linux, RunPod, Jupyter, VScode Interests: Multimodal LLMs, AI Engineering, AI Automations, Computer Vision, NLP, Efficient Fine-Tuning

📫 Let's Connect LinkedIn: https://www.linkedin.com/in/rana-rishith-musunuri/ Email: musunuri.2430030148@muj.manipal.edu Email: ranarishith.24@gmail.com

Open to research , technical internships, AI engineering roles, and collaborations in deep learning and multimodal AI.

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  1. medical-image-captioning medical-image-captioning Public

    Medical Image Captioning with ViT-Base + Phi-2 + LoRA on ROCOv2 radiology dataset

    Python

  2. rana-rishith rana-rishith Public