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roshirsn/README.md

Roshith N Portfolio

AI/ML Engineer | Building Intelligent Systems That Actually Work

I focus on creating practical, high-impact AI solutions β€” from LLM-powered applications to medical imaging pipelines and computer vision systems. I enjoy breaking down complex problems, engineering clean solutions, and continuously pushing my technical boundaries.


πŸ§‘β€πŸ’» About Me

🎯 Focus: Developing reliable, end-to-end AI systems using LLMs, RAG, and Computer Vision.
🌱 Currently Learning: Advanced LLM agents, multi-modal models, scalable cloud deployment.
🧠 Philosophy: Simplicity wins. If the solution is messy, it’s wrong.
πŸš€ Mission: Build AI tools that solve real problems, not theoretical ones.


πŸ› οΈ My Skill Set

Core Strengths

  • AI/ML, Deep Learning
  • LLMs, RAG, LangChain
  • Medical AI (DICOM pipelines, PACS integration)
  • Computer Vision (YOLO, CNNs, image processing)

Tech Stack

AI & ML
PyTorch β€’ TensorFlow β€’ Scikit-learn β€’ HuggingFace

LLMs & RAG
OpenAI β€’ Gemini β€’ Together AI β€’ LangChain β€’ Pinecone β€’ FAISS

Backend
FastAPI β€’ Flask β€’ Django β€’ REST APIs

Medical Imaging
pydicom β€’ MONAI β€’ DICOM-to-PNG processing β€’ Viewer integration

DevOps & Cloud
Docker β€’ GitHub Actions β€’ AWS (SageMaker, EC2, Lambda) β€’ Linux


🌟 Featured Projects

[Medical AI Chatbot] – LLM + RAG system using Pinecone and LangChain.
[HPV Detection Model] – ML pipeline for medical diagnosis.
[DICOM Processing & PACS Integration] – Automated workflow for medical imaging systems.
[Object Detection Pipeline] – YOLO-based detection system with custom training.


πŸ“¬ Connect With Me

GitHub | LinkedIn | Email


β˜• Support My Work

If you find my work useful, feel free to support me!


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  1. Medical-AI-Chatbot Medical-AI-Chatbot Public

    Jupyter Notebook

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