Future Product Innovation Intern, CAD Generation ML

Toyota Research Institute (TRI) is on a mission to improve the quality of human life through innovative technologies. They are seeking a PhD research intern for their Future Product Innovation team to develop techniques in CAD Generation and Machine Learning, specifically in the domain of automotive product design.

Responsibilities

• In collaboration with your mentor and the other researchers in the department, you will scope the project to align to the core research efforts
• Be the primary driver of the technical plan (e.g., model development, analysis plan) with regular feedback from mentors
• Execute the project using TRI resources
• Present the project’s approach and findings in research meetings

Skills

• Currently enrolled in a PhD program in Computer Science, Machine Learning (or related fields)
• Experience working with CAD data such as B-rep and step-file
• Experience working with relevant libraries such as pythonocc-core, Shapely, TriMesh, Blender
• Experience with deep generative models for CAD generation applications
• Track record of executing research projects including publications at top venues including but not limited to CVPR, ICCV, TOG, SIGGRAPH, NeurIPS
• Desire to work on challenging open-ended research projects
• Demonstrated ability to work autonomously while soliciting feedback
• Excellent communication and teamwork skills
• Experience with developing research software prototypes
• Experience adapting pre-trained models to specific tasks or domains through fine-tuning or similar techniques
• Experience with working with CAD development tools

Benefits

• Vacation
• Sick time

Company Overview

Company H1B Sponsorship