Intern, Research Engineer - Geometry Generation

Overview

Research intern developing AI-driven 3D CAD geometry generation and dataset pipelines.

Key Responsibilities

• geometry processing
• 3d generation
• cad integration
• publishing
• stakeholder reporting

Tasks

-Process Boundary representation geometry and render images for dataset creation -Adapt state-of-the-art methods to the CAD space for 3D geometry generation and real-world applications in Fusion software -Publication records on topics relevant to the group -Perform literature reviews, implement solutions, communicate progress with stakeholders, and write reports for the project

Requirements

• cad
• ms/phd
• graphics
• ml
• c++
• python

What You Bring

-Experience in CAD design engineering -Passion to learn and push the frontier of foundation models applied to CAD, one of the most challenging data types -Full-time student pursuing an MS or PhD in Computer Science, Artificial Intelligence, Computational Design and Fabrication, Applied Mathematics, Engineering, or a related field -Knowledge of computer graphics and geometry processing -Broad understanding of machine learning and deep learning -Expertise in areas such as vision-language models/large language models and 3D generation -Experience with Ray, AWS, and distributed training frameworks -Proficiency in programming languages such as C++ and Python

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About Autodesk

-Pioneered software for 2D and 3D design, revolutionizing industries. -Known for products like AutoCAD, it reshaped architecture, engineering, and manufacturing workflows. -Empowering creators in fields from construction to digital media, enabling more innovative designs. -Develops tools used in iconic projects, from skyscrapers to blockbuster movies. -Pushes the boundaries of design technology, leading the way in artificial intelligence and automation. -Software is a cornerstone in diverse sectors, from industrial to infrastructure, energy, and entertainment. -Cloud-based solutions streamline design processes and foster real-time collaboration across industries. -A leader in 3D design software, with solutions powering projects in every corner of the globe. -Committed to shaping the future of digital design, bringing complex visions to life.

Sector Specialisms