About the job
The Bosch Research and Technology Center North America, with offices in Sunnyvale, Pittsburgh, and Cambridge, is part of the global Bosch Group... Our AI systems engineering team is looking for a motivated intern who is passionate about building and deploying state-of-the-art perception models. Your work will help bridge the gap between research and product, bringing new innovations to Bosch business units at scale.
Responsibilities
Research and apply innovative techniques to improve data efficiency and model performance.
Optimize deep learning models and agent interference pipeline for efficient and scalable performance.
Design and develop agent-based systems that integrate perception models with reasoning components.
Contribute to the creation of a deployable software package and document research findings.
Qualifications
Minimum
Currently pursing a Master’s degree in Software Engineering, Computer Science, or related field.
Minimum GPA of 3.0
Strong programming skills in Python and hands-on experience with deep learning frameworks such as PyTorch.
Solid understanding of deep learning and computer vision fundamentals in autonomous or agent-based systems.
Project experience in at least one of the following areas: object detection, semantic segmentation, 3D computer vision, multi-task learning, autonomous driving, or agent-based systems.
Excellent problem-solving skills and attention to detail.
Effective communication and collaboration skills.
Preferred
Experience with multi-agent systems.
Experience with Bird's-Eye-View (BEV) perception models.
Knowledge of self-supervised or semi-supervised learning techniques.
Academic background in 3D geometry and multi-view camera systems.
Experience with model optimization and deployment frameworks such as TensorRT and ONNX.