Computer Vision Specialist

5 days ago

Bengaluru Noida Pune, India Aziro Full time ₹ 20,00,000 - ₹ 25,00,000 per year

Primary Responsibilities:

  • Lead the development of computer vision models for CAD element detection
  • Design and implement object detection algorithms for architectural elements (walls, doors, windows, MEP components)
  • Develop pattern recognition systems for electrical, plumbing, and HVAC symbols
  • Create training pipelines for custom CAD datasets
  • Optimize model performance for production deployment

Required Technical Skills:

  • Deep Learning Frameworks: PyTorch, TensorFlow, or similar
  • Computer Vision: YOLO, R-CNN, object detection, semantic segmentation
  • Image Processing: OpenCV, PIL, scikit-image
  • Python Ecosystem: NumPy, pandas, matplotlib, scikit-learn
  • Model Deployment: Docker, GCP ML platforms, API integration
  • Version Control: Git, MLOps practices

Preferred Experience:

  • CAD file processing or technical drawing analysis
  • Symbol recognition in engineering drawings
  • Multi-class object detection in complex scenes
  • Experience with architectural or engineering applications
  • Chinese text/annotation processing

Key Deliverables:

  • Trained computer vision models for 9 element types
  • Model evaluation reports with accuracy metrics
  • Production-ready inference pipeline
  • Documentation and knowledge transfer materials

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