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- Santa Clara, California, United States
- Santa Clara, California, United States
About
Construct Digital Twins: Develop and optimize pipelines to reconstruct high-fidelity, multi-modal 3D representations of key driving routes using recorded vehicle data (camera, LiDAR, IMU, and GPS). Implement Next-Gen Tech: Apply state-of-the-art neural rendering and view-synthesis techniques, such as 3D Gaussian Splatting (3DGS) and NeRFs, to handle challenging real-world lighting, weather, and dynamic objects.
Drive Validation & Verification (V&V): Integrate reconstructed environments into our perception testing framework to stress-test object detection, tracking, and edge‑case scenarios. Evaluate Multi‑Modal Accuracy: Ensure alignment and geometric consistency between different sensor modalities within the reconstructed digital twin.
Collaborate & Scale: Work closely with the Simulation and Perception teams to turn research prototypes into robust, scalable tooling that directly impacts our production deployment timeline.
Responsibilities
Work on generating 3D/4D scene reconstructions to simulate driving scenes while generating realistic sensor data including multiple view camera and lidar.
Required Skills
Pursuing MS or PhD in CS, EE, mathematics, statistics or related field.
Deep understanding of machine learning principles and methodologies.
Experience with implementing deep learning models in at least one deep learning framework (PyTorch, Tensorflow, Jax).
Preferred Skills
Past experiences in deep learning projects involving object detection, motion tracking or semantic segmentation.
Experience with 3D Vision.
Publication record in relevant venues (CVPR, ICLR, ICCV, ECCV, NeurIPS, AAAI, SIGGRAPH).
$19 - $65 an hour
Our internship hourly rates are a standard pay determined based on the position and your location, year in school, degree, and experience.
Your Opportunities Joining PlusAI Work, learn and grow in a highly future-oriented, innovative and dynamic field.
Wide range of opportunities for personal and professional development.
Catered free lunch, unlimited snacks and beverages.
Highly competitive salary and benefits package, including 401(k) plan.
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Languages
- English
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