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PhD Candidate
Computer and Information Sciences
University of Delaware
Email: preethac[AT]udel.edu
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I am on the academic job market for 2021. Please reach out to me if you are hiring!

I am a final year PhD candidate in the department of Computer and Information Sciences at University of Delaware. I am currently working as a Research Assistant in the Software Analysis and Compilation Lab with Professor Lori Pollock.

My research interests are primarily in software engineering (SE), with an emphasis on improving software engineers tools and environments through data mining, text analysis and machine learning. I am especially interested in mining software repositories at a large scale, extending data analytics solutions to transform the plethora of information available in software artifacts into actionable nuggets of knowledge and tools, useful for both software engineers and researchers. I am also broadly interested in empirical software engineering.

My dissertation is focused on analyzing developer chats, which are an important and previously unexplored resource in SE. I build tools based on evidence from quantitative and qualitative empirical studies, and adapting state-of-the-art techniques from the fields of Natural Language Processing and Machine Learning. Through my research, I intend to enable advances in areas including building/enhancing recommender systems for developers, information retrieval tasks from unstructured developer communications, and virtual assistants for software engineers.

 

News Coverage:

  • My research on mining developer chat communications on: ABB news
  • Starting ACM-W Chapter at University of Delaware: UDaily article