معرفی
Md Ferdous Alam is a Postdoctoral Associate at the Massachusetts Institute of Technology School of Engineering, affiliated with the Department of Mechanical Engineering. Previously, he earned his Ph.D. from Ohio State University and worked at Autodesk AI Lab as a research intern and collaborator.
- Academic Affiliations:
- Current: MIT (Postdoctoral Associate)
- Ph.D.: Ohio State University
- Research Collaborator: Autodesk AI Lab
Research Interests focus on generative AI, reinforcement learning, and optimal control theory for manufacturing automation. His work integrates AI with hardware for real-time autonomous systems, particularly in 3D CAD/CAM and robotic manufacturing. Key projects include:
- Developing GenCAD for image-conditioned CAD generation
- Building a universal manufacturing operating system with AI at its core
- Advancing data-efficient reinforcement learning algorithms
- Creating multimodal benchmarks like DesignQA
Scientific Awards include the Google Research Scholar Award 2024 in Applied Science and Best Paper Award at MSEC 2020. His publications span journals like Journal of Mechanical Design and conferences including IDETC-CIE. He is active in open-source development, maintaining repositories for autonomous manufacturing and machine learning frameworks.
