Welcome to my blog! 👋
I recently finished my PhD in the Software Engineering Research Group (SERG) at the Delft University of Technology. I conduct research at the intersection of Software Engineering and Machine Learning. Specifically, I am interested in boosting developers’ productivity with AI-powered tools and techniques. During my PhD, I created Type4Py, an ML-based type auto-completion tool to assist developers in retrofitting type annotations in their codebases. Also, I studied the effectiveness of machine learning techniques to prune the edges of whole-program call graphs to increase the precision and speed of downstream analyses such as fine-grained software vulnerability analysis.