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Senior AI/ ML Engineer
Amrita Vishwa Vidyapeetham
posted 29d ago
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Job Description
- Design, develop and implement computer vision algorithms to analyze and interpret video content.
- Large-scale video dataset creation (i.e. defining the dataset statistics) to build accurate, scalable video analytics solutions.
- Pose estimation from videos
- Integrate video analytics solutions into production environments.
- Stay up-to-date with advancements in computer vision and video analytics technologies.
- Bachelor s or Master s degree in Computer Science, Computer Vision, Machine Learning, or a related field.
- 2+ years of experience in computer vision and video analytics.
- Strong proficiency in Python and ML frameworks (e.g., TensorFlow, PyTorch).
- Hands-on experience with OpenCV, video processing libraries, and deep learning architectures for vision tasks - CNNs and Transformers.
- Ability to implement state-of-the-art deep learning architectures as outlined in research papers
- Familiarity with deploying models on cloud platforms like AWS, Google Cloud, or Azure. Preferred Qualifications
- Experience with real-time video processing and object detection/recognition.
- Background in optimizing ML models for speed and accuracy in video applications and different hardware platforms.
- Familiarity with Docker, Git, ML Tracking/Visualization tools like Neptune.ai or Tensor board
- Experience in the conversion of models to formats that are compatible with mobiles
Employment Type: Full Time, Permanent
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