Deep expertise and extensive hands-on experience with modern machine learning techniques in the field of computer vision.
Rapid iteration and experimentation skills, with the ability to quickly evaluate ideas and test their fit to product needs.
Strong skills in working with research literature and reviewing scientific papers efficiently.
Good knowledge of Python and PyTorch.
Strong communication skills in fluent English.
Comfortable working across multiple time zones and cultures.
Responsibilities:
Review research papers and experiment with state-of-the-art approaches in the field of 3D scene understanding and Scan-to-CAD conversion.
Develop new algorithms and train neural networks to solve the Scan-to-CAD conversion problem both end-to-end and in parts.
Collaborate closely with various teams to improve the efficiency of manual Scan-to-CAD conversion and integrate developed CV/ML solutions into the production pipeline.
Improve the ML infrastructure by setting up efficient data pipelines and automating training and deployment processes.