Adept Global

3D Geometry Engineer

Develop and implement 3D Geometric Vision algorithms for warehouse inventory management. Requires strong Python programming skills, deep understanding of multi-view geometry, and experience in computer vision & machine learning.

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 Title: Geometric Vision EngineerLocation: Bangalore, IndiaExp: 3-5 yearsSalary: 20 -27 L Must have Skills/ Knowledge: 3D Geometric Vision, Computer Vision, Multi View, Stereo Vision, Linear Algebra, Calculus. Founded in 2017 and based in Silicon Valley, this innovative technology company is revolutionizing inventory management in the supply chain and logistics industry. By leveraging cutting-edge computer vision, machine learning, and generative AI, the company offers a paradigm shift in how inventory is tracked and managed. Their proprietary suite of sensors, cameras, and AI/ML software provides a comprehensive, real-time solution for warehouse inventory tracking. In a time when optimizing supply chains is critical, their solution delivers remarkable ROI, with customers seeing returns in just months instead of years. About the Role:Our client is seeking a skilled and enthusiastic Computer Vision Engineer to play a pivotal role in developing and implementing advanced geometric vision algorithms for our state-of-the-art warehouse inventory products. This role involves working on the development and implementation of Python-based modules and pipelines to be deployed on both server and edge-based platforms and requires thinking out-of-the-box to build modules that are both optimal and efficient. Key Requirements:- Strong Python programming skills with an understanding of deep learning frameworks and workflow. Responsible for conducting thorough testing and debugging of Python code, ensuring the reliability and robustness of pipeline implementations.- Ownership of the development and implementation of modules for computer vision and machine learning algorithms and packaging software for efficiency.- Hands-on experience in computer vision and machine learning projects, solving real-world problems involving vision tasks. - A deeper understanding of multi-view geometry and classical computer vision.- Ability to understand problem statements and implement and test new ideas under supervision.- Maintain comprehensive documentation of code, algorithms, and pipelines.- Capability to work collaboratively in a team and communicate effectively. Role Level:Full-time.3-5 years of work experience in a similar background (Computer Vision, 3D Geometry). Good to have:- Experience in developing algorithms for stereo vision, SLAM, Bundle Adjustment, 3D reconstruction, or related fields.- Experience of API development and multiprocessing.
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