Name:Sumon Biswas

Bio:

I’m a tenure-track Assistant Professor at Case Western Reserve University. I joined the Department of Computer and Data Sciences in Fall 2024. Before that I was a Postdoctoral Researcher at Institute for Software Research in Carnegie Mellon University, and received Ph.D. in Computer Science from Iowa State University. For my dissertation, I worked on verifying and reasoning algorithmic fairness in ML pipeline.

My research interests are broadly at the intersection of Software Engineering (SE) and AI, focusing on engineering responsible AI properties. With a particular focus on the SE for AI area, I improved algorithmic fairness and safety of ML-enabled software. I also built large-scale mining and program analysis techniques for ML software. Some of my recent works explored ML technical debts in open-source and their impacts on code-generative LLMs.

Country:United States

Affiliation:Case Western Reserve University

Research interests:Software Engineering, Artificial Intelligence