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P-Darabi/README.md

Welcome to My World of Data, Code & AI Magic

โ€œData is God in the world of Machine Learningโ€


Iโ€™m a Computer Vision Researcher and Machine Learning Engineer passionate about solving real-world challenges using cutting-edge algorithms.

I share knowledge, build smart solutions, and collaborate on innovations that matter.

๐Ÿ”— Letโ€™s connect, learn, and work towards impactful AI-driven solutions!

profile-views

๐Ÿง  Technical Skills

  • Programming Languages: Python
  • Databases: SQL Server | PostgreSQL
  • Machine Learning & Data Science: Supervised & Unsupervised Learning | Gradient Boosting (AdaBoost, CatBoost, LightGBM, XGBoost) | Ensemble Learning | Feature Engineering | Model Evaluation & Validation
  • Deep Learning & Computer Vision: TensorFlow | PyTorch | CNN | GAN | YOLO | Image Processing & Segmentation
  • Data Manipulation & Analysis: Pandas | NumPy | Scikit-learn
  • Data Visualization: Matplotlib | Seaborn
  • Model Deployment & API Development: Django REST Framework | FastAPI
  • Version Control & Collaboration: GitHub

๐Ÿš€ Projects

๐Ÿงช Classification Models

๐Ÿ“ˆ Predictive Modeling

๐ŸŽฏ Object Detection & Tracking

๐ŸŽจ Generative AI

๐Ÿ› ๏ธ Data Preprocessing

๐Ÿงฌ Medical Image Segmentation

  • Medical Image Segmentation (Kidney Tumor) (coming soon)

๐Ÿ“Š GitHub Stats


๐Ÿ‹๏ธ GitHub Activity Summary


๐Ÿ… Tech Badges


โŒ›๏ธ Contribution Timeline

GitHub Trophy


๐Ÿ“ข Get in Touch

If you have inquiries, collaboration opportunities, or wish to discuss AI and ML projects, feel free to connect:


๐ŸŒŸ If you like what I do, consider giving a โญ๏ธ to my projects!

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  1. SolarPanelsDefectDetector SolarPanelsDefectDetector Public

    ๐Ÿš€ End-to-end AI system for detecting thermal anomalies in solar PV panels using YOLOv9. ๐Ÿง  FastAPI-based REST API + Dockerized for rapid deployment. ๐Ÿ“Š Trained on 7,700+ labeled thermal drone images.

    Python 14 1

  2. Brain-Tumor-Detection Brain-Tumor-Detection Public

    This repository provides a solution for detecting brain tumors from medical images using Convolutional Neural Networks (CNNs) in PyTorch. Brain tumors are a major health concern, and early detectioโ€ฆ

    Jupyter Notebook 10 4

  3. Traffic-Signs-Detection-By-YOLOv8 Traffic-Signs-Detection-By-YOLOv8 Public

    ๐ŸšฆTraffic Signs Detection Using YOLOv8 is a deep learning project that utilizes the YOLOv8 model to detect and classify traffic signs in real time. It is designed to enhance autonomous driving systeโ€ฆ

    Jupyter Notebook 9

  4. Prediction_Of_Ticket_Cancellation_Acc_98 Prediction_Of_Ticket_Cancellation_Acc_98 Public

    ๐ŸŽซ Predict ticket cancellations using XGBoost with 98% accuracy โ€” data-driven insights for smarter bookings! ๐Ÿ“Š

    Jupyter Notebook 6

  5. Diagnosis-of-Diabetic-Retinopathy Diagnosis-of-Diabetic-Retinopathy Public

    This repository contains a Convolutional Neural Network (CNN) model built with PyTorch to automatically diagnose Diabetic Retinopathy (DR) from retinal fundus images. Diabetic Retinopathy is a majoโ€ฆ

    Jupyter Notebook 6

  6. Helmet-Violations Helmet-Violations Public

    This application detects and tracks individuals riding motorcycles or scooters without helmets in video. Additionally, it extracts license plate information of violators using Optical Character Recโ€ฆ

    Jupyter Notebook 9