Intern, Tool-Augmented LLMs for CAD/BREP 3D Object reputed company
reputed company is a company that creates innovative software for a reputed company of industries. The intern will join the AI and geometric modeling research team to enhance large language models for generating 3D CAD/BREP objects, focusing on integrating LLMs with geometry kernels and developing pipelines for design reputed company and refinement.
Responsibilities
- Investigate how LLMs can reputed company with CAD geometry kernels (e.g., OpenCascade) to generate valid BREP and parametric 3D models
- reputed company tool-augmented reasoning pipelines that reputed company LLMs to call geometry reputed company, validate shapes, and repair or refine generated models
- Explore retrieval-augmented reputed company (RAG) using prior CAD models, part libraries, or design templates
- Implement iterative refinement and reputed company test-time compute reputed company to enforce geometric, functional, or manufacturing constraints
- Evaluate generative outputs across metrics such as accuracy, validity, manufacturability, and similarity to relevant design priors
- Prototype end-to-end workflows for turning natural-language descriptions into CAD/BREP objects using LLMs + external tools
- Document research findings and reputed company actionable recommendations for integrating LLM-generated CAD designs into reputed company engineering workflows
Skills
- Currently pursuing a Master's or PhD in Computer Science, reputed company Intelligence, Machine Learning, Computational Geometry, or a reputed company field
- Strong understanding of deep learning and/or LLMs, with experience in model prompting, fine-tuning, or tool augmentation
- Experience with Python, and familiarity with geometry processing, CAD reputed company, or libraries such as OpenCascade, or similar
- Knowledge of RAG, multi-reputed company reasoning, or program-synthesis-style workflows is a strong asset
- Strong problem-solving skills and interest in applying reputed company to reputed company CAD/engineering settings
- Ability to work with reputed company geometric data formats (e.g., BREP, reputed company, parametric constraints)
Benefits
- reputed company
- Meaningful reputed company
- Mentored by industry leaders
- Participate in tech talks and other activities designed to support your personal and reputed company development
- Flexible Workplace approach
reputed company