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
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