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Pooja-vachhad/README.md

Computer Vision Engineer · Deep Learning · PyTorch

3 years building production-grade CV systems.

What I Build

  • Object Detection & Multi-Object Tracking (YOLO, Faster R-CNN, DeepSORT)
  • Image Segmentation (U-Net)
  • Pose Estimation & Face Recognition (MediaPipe)
  • OCR Pipelines (Custom CRNN + CTC Loss)
  • Model Deployment: ONNX export across CV projects · Docker + GCP (MedBridge)

Numbers

  • 15+ production CV projects published
  • 7+ hackathons (Sep 2025 – Feb 2026)
  • 96.34% Dice Score — Lung Segmentation
  • 99.6% Accuracy — Industrial Defect Detection
  • 95.4% Accuracy — Yoga Pose Classification

Core Stack

PyTorch · OpenCV · YOLO · Faster R-CNN · U-Net · MediaPipe · DeepSORT · ONNX · Docker · GCP

Currently

Open to Computer Vision Intern roles 📍 Noida, India · Available immediately

Pinned Loading

  1. Helmet_Detection Helmet_Detection Public

    Two interconnected computer vision projects demonstrating end-to-end ML pipeline development: custom CRNN architecture for OCR and multi-model helmet violation detection system.

    Python 1

  2. MedBridge MedBridge Public

    MedBridge is an AI-powered emergency healthcare platform designed to remove uncertainty during medical emergencies.

    Python

  3. defect-detection defect-detection Public

    Binary image classification for detecting manufacturing defects in metal casting using transfer learning with ResNet-18.

    Python

  4. Face-Mask-Detection-using-Faster-R-CNN Face-Mask-Detection-using-Faster-R-CNN Public

    This project is based on face mask detection system that classifies people into 3 categories: with face mask, without face mask, or incorrect face mask wearing. The model is trained using Faster R-…

    Python

  5. AI-Yoga-Pose-Classifier AI-Yoga-Pose-Classifier Public

    Developed an intelligent yoga pose classification system that automatically detects and identifies specific yoga poses by name. The system uses MediaPipe to extract human body keypoints and then an…

    Python

  6. lung-segmentation-unet lung-segmentation-unet Public

    Deep learning model for automatic lung segmentation from chest X-ray images using U-Net architecture with ResNet34 encoder.

    Python