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Research Intern (Deep Learning)
Pony.ai · Fremont, CA, United States
About The Role
Join our team as a Research Intern in Deep Learning, where you will work with experts in the field of self-driving vehicles. You will frame real-world problems into well-defined ML problems, develop and apply cutting-edge ML approaches, and optimize deep learning models for real-time applications. This position is fully onsite in Fremont and offers comprehensive benefits, including medical, dental, and vision insurance, generous PTO, and equity opportunities.
- Collaborer avec des experts pour concevoir et développer des modèles de fondation à grande échelle.
- Transformer des problèmes réels en problèmes d'apprentissage automatique bien définis et appliquer des approches de pointe.
- Développer et déployer des modèles d'apprentissage profond, y compris des modèles de langage vision (VLM) et des modèles de langage de grande taille (LLM).
- Preferred graduate before Dec 2026
- Experience with deep learning research and tools
- Experience working with large-scale datasets, data preprocessing, and pipeline management
- Proficiency in software design and development using Python and C++
- Strong background in deep learning, with experience in model design, training and evaluation
- Currently pursuing a Masters or PhD program in Computer Science, Machine Learning, Robotics, or similar field
- Publications on top-tier conferences like CVPR/ICCV/ECCV/ICLR/ICML/NeurIPS/ICLR/AAAI
- Experience in applying ML/DL for behavior prediction, imitation learning, motion planning
- Experience in convex optimization, computational geometry or linear algebra
- Experience in deploying deep learning algorithms for real time applications, with limited computing resources
- Experience in GPU/CUDA/TensorRT
- Previous internships involving large-scale deep learning models and systems
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