Learn how to develop state of the art machine learning models for all kinds of data on variety of projects in variety of industries. Your core competence will be deep learning for image and video processing (segmentation, classification, regression, OCR), but if you are interested, you can also work on projects in domains such as anomaly detection and time series prediction. We don't expect you to know everything - you will be the algorithms developer and you will have engineers and SW developers at hand to take care of deployment, packaging, etc. Have a right mix between guided learning and independence, according to your seniority and preference.
- develop neural nets and other machine learning models (the real ML, not some sophisticated rule engines:) in Python
- play with images and videos in OpenCV and create data streams
- work on the bleeding edge of research - implement findings from state of the art papers
- monitor, improve and maintain both your own creations and our core products (OCXR, MIA, LIA)
Advanced knowledge of Python, machine learning basics
You will learn:
Advanced machine learning, Python (TensorFlow, OpenCV), machine learning technology stack (CLI, git & CI, docker, ...)