AI Vision Model Developer

3 days ago


Bengaluru, Karnataka, India beBeeVision Full time ₹ 1,50,00,000 - ₹ 2,50,00,000

Key Focus Areas:

  • Develop cutting-edge AI/ML models for online vision assessment, prediction and analysis.
  • Design innovative data-driven solutions for precise spectacles centration and fitting.
  • Create robust visual acuity assessment tools using screen-based testing and optical prescription estimation.

Data Management & Preprocessing Strategies:

  • Annotate, normalize and augment vision-related data to enhance model training.
  • Collaborate with experts to gather accurate and efficient multi-modal datasets.

Collaboration, Validation & Compliance:

  • Work closely with vision science professionals and product teams to ensure accuracy and reliability metrics align.
  • Validate AI models through clinical or lab studies where applicable.

Documentation & Regulatory Compliance:

  • Maintain thorough documentation of models, data practices and regulatory requirements.

Requirements:

  • Master's degree in Computer Science, AI, Biomedical Engineering, Applied Physics or related field preferred.
  • 2+ years of experience in AI/ML with at least 1 year in healthcare/vision applications.

Essential Technical Skills:

  • Programming: Python, OpenCV, NumPy, Pandas.
  • ML/DL Frameworks: TensorFlow, PyTorch, scikit-learn, Keras.
  • Mathematical Foundations: Linear algebra, optimization, statistical signal processing.
  • Data Handling: Image/video pipeline handling, image annotation tools, real-time stream processing.
  • Version Control: Git, Jupyter, API documentation best practices.


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