Shubhendu Kumar Singh
Shubhendu Kumar Singh
PhD Student
PhD Student
Department of Automotive Engineering
International Center for Automotive Research
Clemson University
Email: shubhes<at>clemson<dot>edu
Department of Automotive Engineering
International Center for Automotive Research
Clemson University
Email: shubhes<at>clemson<dot>edu
Research Interests
Artificial Intelligence, Computer Vision, Design-Optimization, Vehicle AutonomyEducational Background
- Doctor of Philosophy (Ph.D.), Automotive Engineering 2020 - Present
- Clemson University
- Doctor of Philosophy (Ph.D.), Mechanical Engineering, 2019 - 2020
- State University of New York at Buffalo, NY
- Master of Science (M.S.), Mechanical Engineering, 2017 - 2019
- State University of New York at Buffalo, NY
- Bachelor of Engineering (B.E.), Mechanical Engineering, 2010 - 2014
- Birla Institute of Technology, Mesra, India
Work Experience
- Research Assistant 2020 – Present
- GRAIL Lab, CU-ICAR
- Teaching Assistant 2019 - 2020
- State University of New York at Buffalo, NY
- Graduate Research Assistant 2017 – 2019
- MAD Lab, State University of New York at Buffalo, NY
- Engineer 2016 – 2017
- TAFE - Tractors and Farm Equipment Limited, Chennai, India
- Engineer 2015 – 2016
- Cheema Boilers Limited, Chandigarh, India
- Engineering Trainee 2011, 2013
- Indian Railways, India
Research Projects
- Smart Configuration Optimizer Through Transformative analYtics (SCOTTY)- Hybrid Machine Learning Architecture for Diagnostics & Prognostics of Autonomous Systems
- Computer Vision-based 'pixel-sensor' approach for Structural Health Monitoring (SHM)
- Autonomous graph generating architecture
- Physics LEArning (PLEA): A Hybrid Physics Guided Machine Learning Approach for Predictive Modeling of Complex Systems
Honors and Awards
- Winner of ASME IDETC-CIE Hackathon 2020