Research Scientist, IBM Research, NY.
imralk AT gmail DOT com
I work in the intersection of Machine Learning and Programming Languages for modernizing and mainitaining cloud-native applications. Prior to this, I was Post doctoral fellow at Columbia University working with Dr. Baishakhi Ray where my research explored the ways in which Machine Learning can be used to trigger, detect, and repair various problem across the software lifecycle.
I obtained my PhD at NC State University, guided by Dr. Tim Menzies. I worked on actionable analytics for software engineering. I created algorithms that go beyond prediction to provide insights that might help developers make better decisions. I focused on data mining approaches (e.g., transfer learning) that can create insights even when there isn’t enough data.
|Oct 12, 2022||CARGO has been awarded 🏆ACM SIGSOFT Distinguished Paper Award🏆|
|Jul 20, 2022||CARGO has been acepted at ASE’22.|
|Feb 1, 2022||STABILIZER has been acepted at MSR’22.|
|Jan 24, 2022||Unicorn has been acepted at EuroSys’22.|
|Nov 15, 2021||A tutorial on refactoring application to microservices with mono2micro was presented in ASE.|
ASECARGO: AI-Guided Dependency Analysis for Migrating Monolithic Applications to Microservices Architecture🏆 ACM SIGSOFT Distinguished PaperIn Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering (ASE ’22), October 10–14, 2022, Rochester, MI, USA. 2022