Perception Software Engineering Intern
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Job Description
Research intern focusing on multimodal efficient deep learning for autonomous driving. Collaborating with a multidisciplinary team to enhance Glydways' perception stack.
Responsibilities:
- Implement state-of-the-art onboard multimodal multitask ML perception models, and finetune them to improve performance
- Develop custom adaptations (such as layers, loss functions, etc.) to improve performance on our datasetResearch and development in various areas, including multiview sensor fusion for redundancy, robustness, and safety critical operation; and scene understanding with a focus on anomaly detection.
- Design and perform experiments, and share and present findings, potentially as a peer-reviewed publication.
- Work with multimodal (camera, lidar, radar) datasets from a multiagent autonomous system
Requirements:
- Masters / PhD graduating within 12 months of internship completion
- Strong programming skills (Modern C++ and/or Python)
- Familiarity with deep learning frameworks such as Pytorch
- Excellent communication and interpersonal skills;
- Strong problem-solving and research skills
- Candidates with experience in early fusion models and/or semantic segmentation models are preferred
Benefits:
- Glydways provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.
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