1. Develop and deploy advanced vision and learning algorithms to solve industrial problems.
2. Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress.
3. Plan and execute cutting-edge research with focuses on object detection, image classification, and image retrievals.
4. Supervise data acquisition process and verify data quality.
5. Deploy models to production.
6. Define validation strategies for deployed models.
7. Develop and maintain machine learning development tools.