- Lead the end-to-end strategy for AI model development and production deployment.
- Design scalable infrastructure for processing high-resolution imaging datasets.
- Ensure compliance with software standards, data privacy, and security protocols.
- Evaluate and implement emerging AI frameworks, tools, and cloud methodologies.
AI Modeling & Deployment
- Oversee the training and optimization of deep learning models for imaging computer vision.
- Guide the team.
- Deep knowledge of deep learning for segmentation, detection, classification, registration, reconstruction, and longitudinal change analysis
- CNNs, Transformers, U-Net variants, nnU-Net, and foundation/self-supervised models for imaging.
- Architect robust MLOps pipelines for continuous model monitoring, testing, and deployment.
- Optimize models for cloud, edge etc
Preferred candidate profile
Looking for candidates with MIN 14 yrs of Exp in Software Development. Robust Expertise required in AIML, Image Processing, Computer Vision, DICOM.