26 days ago
Bengaluru, IndiaEntry Level / Mid Level
H1B Sponsor
Responsibilities
- Develop and optimize deep learning models for object detection, segmentation, tracking, and 3D scene understanding.
- Build scalable pipelines for data processing, training, evaluation, and deployment.
- Design labeling strategies and tooling for automated annotation and dataset management.
- Implement monitoring and reliability frameworks for performance reporting.
- Conduct proof-of-concept experiments to evaluate new algorithms.
- Collaborate with robotics and systems teams to integrate perception models.
Requirements
- Strong experience with deep learning frameworks like PyTorch, TensorFlow, or JAX.
- Background in computer vision tasks such as detection, segmentation, and tracking.
- Proficiency in Python; familiarity with C++ is a plus.
- Experience building training pipelines and ML deployment workflows.
- Knowledge of 3D geometry, sensor processing, or multi-sensor fusion.
- Experience with data annotation tools and dataset management.
- Familiarity with robotics and simulation environments.
- Understanding of uncertainty modeling and ML monitoring practices.