Welcome to my blog! š
I am currently a Software Engineer at IMI Critical (Process Automation). I enjoy tackling interesting and challenging problems and proposing efficient solutions.
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, IĀ developedĀ Type4Py, an ML-based type auto-completion tool designed to assist developers in retrofitting type annotations within their codebases. Additionally, I investigated the effectiveness of machine learning techniques in pruning the edges of whole-program call graphs to enhance the precision and speed of downstream analyses, such as fine-grained software vulnerability analysis.