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Machine Learning Intern, Perception (End-to-end)

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about 4 hours ago
Singapore, SingaporeIntern
H1B Sponsor

Responsibilities

  • Support the design and implementation of end-to-end or perception-to-planning models for autonomous driving.
  • Analyze multi-modal sensor data to improve model performance and robustness.
  • Conduct experiments to evaluate and benchmark different model designs.
  • Collaborate with cross-functional teams to integrate model outputs into downstream decision-making systems.
  • Document experiments, model designs, and results in clear and reproducible formats.

Requirements

  • Currently pursuing a Master’s or PhD degree in Computer Science, Machine Learning, Robotics, or a related field.
  • Proficient in Python and/or C++.
  • Coursework or project experience in computer vision and machine learning.
  • Familiarity with deep learning frameworks such as PyTorch or TensorFlow.
  • Experience working with structured or unstructured sensor data.

Benefits

  • Flexible working hours.
  • Remote work options available.
  • Internship duration of at least 5 months.

Tech Stack

Categories

AI & MLData Science