Angshuman Guin

Dr. Angshuman Guin is a Senior Research Engineer at the School of Civil and Environmental Engineering, Georgia Institute of Technology. He returned to Georgia Tech as faculty in 2007 after industry experience. His research focuses on enabling data-driven decisions in transportation systems through innovations in data collection, quality assurance, and processing. Key areas include Freeway Operations, Connected/Autonomous Vehicles, Intelligent Transportation Systems, and Smart Cities. He co-founded InstaData Systems to translate research into practice.

Dr. Guin holds a Ph.D. from Georgia Tech and serves on Transportation Research Board (TRB) committees including Information Systems, Human Factors, and Safety Management. He reviews for journals like IEEE Transactions on ITS and ASCE Journal of Transportation Engineering. His work spans 93+ publications, emphasizing simulation, emissions analysis, intersection safety, and digital twin frameworks.

Recent projects include optimizing Atlanta’s MLK Smart Corridor using reinforcement learning, evaluating Restricted Crossing U-Turn emissions, and developing tools for autonomous vehicle merging behaviors. He collaborates with Georgia DOT and FHWA on projects like incident detection systems and corridor performance metrics.

Dr. Guin’s research bridges theory and practice, contributing to safer, smarter transportation systems through advanced analytics and emerging technologies.