Research Intern (3D/4D)

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Summary

Location

Palo Alto, United States

Work

Internship

About this Job

Our recent related work: Objaverse++

Responsibilities

  • Design pipelines to curate or generate 3D/4D datasets focused on embodied perception, egocentric reconstruction, and simulated environments.

  • Support research on NeRFs, Gaussian Splatting (3DGS), and embodied reasoning datasets.

  • Collaborate with robotics and simulation teams to develop evaluation protocols for 3D spatial reasoning.

  • Document datasets thoroughly and contribute to open-source embodied AI benchmarks.

Qualifications

  • Strong background in computer science, data engineering, artificial intelligence, or related fields, with hands-on experience in large-scale 3D/4D data systems.

  • Proficient in 3D graphics, computer vision, or robotics using tools such as Blender, COLMAP, PyTorch3D, or Open3D.

  • Solid understanding of multi-view geometry, SLAM, or NeRF pipelines.

  • Strong coding and debugging skills for 3D data preprocessing and optimization.

  • (Preferred) Familiarity with Ego4D, Habitat, or other embodied AI datasets and simulators.

About the Company

Abaka AI logo

Abaka AI

Privately Held
Transportation & Autonomous VehiclesRobotics Software & AIResearch & Academia

Abaka AI is a leading AI company and we are committed to becoming the data partner in the artificial intelligence industry. Abaka Al provides accurate and efficient services (ACE Service), covering data collection, data cleaning, data annotation, and datasets. The self-developed intelligent data engineering platform (MooreData Platform) can process multimodal data such as image, video, text, audio, and point clouds. With the built-in Al Power of the platform, the efficiency of data engineering can be accelerated by 500%-1000%. Abaka AI has established cooperative relationships with more than 1,000 top technology companies and research institutions, in the fields of autonomous driving, genAI, and embodied AI. The company has launched global offices in Silicon Valley, Paris, Singapore and Tokyo, providing world-class AI data services and intelligent data engineering platforms to global partners.

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