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Y1D1R/README.md

Hi Hello There, I am Yidhir

AI Engineer | Computer Vision & Machine Learning Specialist

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🚀 About Me

I’m an AI Engineer with a strong background in Computer Vision, Deep Learning, and Data-driven applications.
With two Master’s degrees in AI & Visual Computing, I enjoy bridging cutting-edge research and real-world impact.

💡 I’ve worked on:

  • Medical imaging (lung nodule classification, fall detection).
  • Human-centered AI (gait mode recognition, orthosis control optimization).
  • Data-driven apps (Python dashboards, automation for business processes).

🎯 My mission: to create AI solutions that are practical, explainable, and impactful across health, robotics, and beyond.

📫 Reach me at: koulalyidhiraghiles@gmail.com

🛠️ Tech Stack

📂 Featured Projects

🔹 CapsNet for Medical Imaging – Binary multi-view lung nodule classification with Capsule Networks.
🔹 Real-Time Fall Detection – Video surveillance-based fall detection system for elderly safety.
🔹 Smart Vehicle Detector – AI-powered system combining YOLOv12 and a Vision-Language Model to detect and characterize vehicles (type, color, manufacturer) with geographic context awareness.
🔹 HealthRAG – A medical document Q&A chatbot using Retrieval-Augmented Generation via LangChain, FAISS, Hugging Face & Flask.

🌐 Connect with Me

LinkedIn

"I believe AI is not just about algorithms — it's about creating technology that truly serves people."

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  1. Residual-driven-Fuzzy-C-Means-Clustering-for-Image-Segmentation Residual-driven-Fuzzy-C-Means-Clustering-for-Image-Segmentation Public

    This project focuses on implementing the "Residual-driven Fuzzy C-Means Clustering for Image Segmentation" algorithm in Python. The repository provides a brief overview of the algorithm steps and d…

    Jupyter Notebook 7

  2. UNETR-2D-Medical-Image-Segmentation UNETR-2D-Medical-Image-Segmentation Public

    From-scratch PyTorch implementation of a 2D variant of the UNETR (U-Net with Transformers) architecture for medical image segmentation.

    Python 2

  3. Elderly-Fall-Detection-Application Elderly-Fall-Detection-Application Public

    Detect falls of elderly individuals using videos provided by home surveillance cameras.

    Python 3 1

  4. ParkingAPP ParkingAPP Public

    ParkingAPP is a Python-based parking management system with License Plate Recognition (LPR) capabilities. The application is developed as a project for the "Computer Vision" module during my Master…

    Python 2

  5. HealthRAG HealthRAG Public

    HealthRAG is a Retrieval-Augmented Generation (RAG) chatbot designed for medical document question-answering.

    Python

  6. smart-vehicle-detector smart-vehicle-detector Public

    **Smart Vehicle Detector** is an AI-powered system that combines YOLO for object detection and a VLM to classify vehicle types more accurately. This project demonstrates the integration of modern c…

    Jupyter Notebook