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Y1D1R/README.md

I'm Yidhir KOULAL

AI Engineer • Computer Vision & ML Specialist


🚀 About me

I build production-ready ML systems that bridge deep learning research and reliable products.
With dual Master’s degrees in AI & Visual Computing, I specialize in Computer Vision, MLOps and LLM-powered applications.

🔬 Core domains

  • Computer Vision: detection, segmentation, tracking, OCR, medical imaging
  • LLMs & Retrieval (RAG, LangChain, multimodal models)
  • Scalable ML systems: containerized services, FastAPI, MLflow, GitHub Actions, CI/CD

🎯 Mission: Build robust, explainable, and impactful AI that bridges research and industry.

🌐 Socials

LinkedIn email


💻 Tech Stack

Python PyTorch FastAPI Qt SQLite Postgres Plotly scikit-learn TensorFlow GitHub Actions OpenCV Pandas Docker mlflow Streamlit SQLite MySQL AWS


🔝 Top Contributed Repo

🧠 Featured Projects

🔹 Smart Vehicle Detector
Real-time detection and characterization of vehicles (type, color, manufacturer, country) using YOLOv12 + Vision-Language Models.
YOLOv12 · VLM · Multimodal AI · Docker · JSON Output API

🔹 HealthRAG
Medical chatbot powered by Retrieval-Augmented Generation with LangChain, Hugging Face and FAISS.
RAG · LLMs · LangChain · Hugging Face · Flask

🔹 CapsNet for Medical Imaging
3D CT-scan classification using Capsule Networks and Gabor filters.
CapsNet · TensorFlow · Data Augmentation · Medical AI


“AI isn’t just about intelligence — it’s about creating systems that serve and empower people.”

Pinned Loading

  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 10

  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 3