Neural 3D Object Researcher AI

Position: Neural 3D Object Researcher at Mecka AI
Shape the future of robotics at Mecka AI as a Neural 3D Object Researcher. Drive the architecture for generating complex 3D objects from egocentric video data.

This innovative role focuses on reconstructing geometries for objects manipulated in video footage. As a critical researcher, you will tackle challenges such as occlusion and deformable objects while advancing towards simulatable assets. This is an opportunity for those enthusiastic about pioneering open-ended research within robotics.

Key Responsibilities:

• Develop neural models for 3D reconstruction from video

• Refine generative 3D techniques to enhance model accuracy

• Move towards creating assets with physical properties

• Integrate hand contacts to inform object shape

• Prototype and transfer research into production pipelines

Requirements:

• Expertise in neural reconstruction and 3D geometry

• Proficiency in Python and PyTorch for rapid prototyping

• Familiarity with differentiable rendering and physics simulation

• Strong research background in generative 3D systems

• Ability to approach complex open problems systematically

Take the lead in pushing boundaries of neural 3D reconstruction and robotics at Mecka AI.