Mohammed Musthafa Rafi

he/him

About me....

Hi! I'm Mustafa, a Ph.D. student in Computer Science at Iowa State University, advised by Dr. Adarsh Krishnamurthy and Dr. Aditya Balu. I work with Dr. Adarsh in the Idea Lab, and I also collaborate closely with Dr. Chinmay and Dr. Zanhong. My research focuses on developing innovative approaches to Neural Radiance Fields (NeRF) for high-quality 3D scene reconstruction, emphasizing advanced segmentation techniques and self-supervised learning methods.

I'm currently working on LLM-to-CAD model generation—building systems that translate natural language (and sketches) into editable, parametric CAD models with feature histories, constraints, and B-Rep/STEP outputs. This line of work led to CRAFT, a corrective multi-agent framework for text-to-parametric CAD, accepted at ICLAD 2026. I'm now extending it with VISTA-CAD, which iteratively refines parametric CAD programs using visual feedback (manuscript in preparation). Beyond research, I actively enhance my coding and problem-solving skills through LeetCode and various programming challenges.

I believe in continuously learning something new every day, balancing hard work with fun and creativity along the way.

Check out my Projects, Teaching experience, and CV for more details!

Download my curriculum vitae.

You can reach out by using my contact info here.

Mohammed Musthafa Rafi
Ames, Iowa
Iowa State University

Current Position

Research Assistant, lab of mechanics, Iowa State University

Recent updates

  • Aug 27, 2026 Launched the CRAFT project website - an interactive walkthrough of the framework, results, and generated CAD models [project page]
  • Jul 30, 2026 Gave an oral presentation of CRAFT at IEEE ICLAD 2026, Stanford University, Stanford, CA (Jul 30-31) [project page]
  • May 26, 2026 Paper accepted at ICLAD 2026 (IEEE International Conference on LLM-Aided Design) - CRAFT: Corrective and Robust Multi-Agent Framework for Text-to-Parametric CAD
  • May 21, 2026 Started Jarvis-home - my new fully local AI assistant project on NVIDIA Jetson Orin Nano; tracking active daily upgrades [repo]
  • May 3, 2026 Won 3rd Place at Swan Hacks Spring 2026 for narrAIt; received an NVIDIA Jetson Orin Nano
  • Apr 18, 2026 Winner, 2026 Applied AI Challenge - AI-Assisted Making Award, for Study Buddy [certificate]
  • May 2026 Completed M.S. in Artificial Intelligence, Iowa State University - Thesis: Benchmarking Tabular Foundation Models for Agricultural Yield Prediction
  • Apr 8, 2026 Passed final Master's defense for my M.S. in AI
  • Mar 19, 2026 Submitted a paper to ICLAD 2026 - CRAFT: Corrective and Robust Multi-Agent Framework for Text-to-Parametric CAD
  • Mar 15, 2026 Presented poster at NVIDIA GTC 2026, San Jose, CA - Natural Language to 3D Geometric CAD: A Multi-Agent LLM Framework for Design Synthesis Using Hierarchical Decomposition
  • Jan 31, 2026 Paper accepted at AgriAI 2026 Workshop, AAAI 2026 - Benchmarking Tabular Foundation Models for Agricultural Yield Prediction
  • Dec 18, 2025 Poster accepted at NVIDIA GTC 2026 - Natural Language to 3D Geometric CAD: A Multi-Agent LLM Framework for Design Synthesis Using Hierarchical Decomposition
  • Nov 21, 2025 Submitted a paper to Agri AI Workshop, AAAI 2026 - Benchmarking Tabular Foundation Models for Agricultural Yield Prediction
  • Oct 30, 2025 Submitted a paper to IEEE CIC/CogMI/TPS 2025 - LLM as a Communicator (LAAC)
  • Mar 15, 2025 Winner, Applied AI Challenge 2025: Karma AI – Social Impact Award
  • Feb 23, 2025 Constellation Prize, (Top 4 out of 30+ teams), Ivy Data Visualization & Storytelling Case Competition, Ivy College of Business