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Key Responsibilities:
- Develop and optimize 3D computer vision components, including triangulation, bundle adjustment, and camera calibration, and integrate them into the GenWeb3D stack.
- Design and implement 3D point and sparse patch tracking systems from video data.
- Integrate deep learning models into classical vision workflows, including lightweight neural modules that accelerate 3D inference.
Qualifications:
- Strong grasp of both classical 3D vision (geometry, structure-from-motion, calibration) and neural computer vision (CNNs, keypoint detection, depth estimation).
- Experience with at least one major 3D or perception stack (e.g., ARKit, Meta Reality Labs, Amazon Robotics, Aurora, Waymo, or Boston Dynamics).
- Proficient in Python and C++ with experience in deep learning frameworks (PyTorch, TensorFlow).
Collaboration:
- Collaborate with the broader engineering and research teams to bring novel 3D perception methods into production-quality systems.
- Passionate about building and engineering, not just publishing — you care about robustness, performance, and real-world deployment.
GenWeb
GenWeb is building the next generation of 3D perception systems. As a company, we focus on developing high-performance computer vision pipelines that bridge classical geometry with modern machine learning, aiming to make real-world 3D understanding faster and more accurate. Our team is engineering-focused, valuing robustness and production-quality deployment.