Generative AI Researcher Intern

The role

Research interns will work as core members of the research scientists and machine learning engineers team. You will work towards long-term research goals involving 3D generative models or texture and material research.

What you will do

• Design, train and finetune 3D generative models from covering pre-training, post-training, and emerging paradigms in autoregressive and discrete diffusion.
• Analyze, discretize and process meshes and design tokenizers for generative models to ingest.
• Accelerate model training from an architectural view.
• Maximize memory usage and elliminate pipeline bubbles in both CPU and GPU.
• Redefine 3D texture generation.
• Advance the state-of-the-art in Diffusion and Auto-regressive models to produce crisp, high-resolution textures with robust geometric consistency.
• Deliver Game-Ready assets by focusing on generating full PBR stacks that react realistically to lighting.

Required qualifications

• Able to commit to a full-time internship for 12 weeks or longer
• Intend to join Meshy full-time after graduation
• Open to undergraduate, master's, or PhD students
• Strong in technical fundamentals
• Deep understanding of the transformer architecture
• Strong python and tensor programming skills
• Vision for AI beyond linear sequences
• Belief in the scaling law

Nice to have

• graduating from 9/2026-9/2027

About the company

Meshy is the market leader in 3D generative AI. The company builds a full pipeline for 3D content and serves enterprises and millions of end users.