About
I am interested in Applied Machine Learning with a focus on Software Engineering and Distributed Systems. Currently, I am working on improving developer tools and infrastructure by leveraging Machine Learning. Previously, I have worked on intelligent conversational features in Office 365 (opens in new tab) and Dynamics 365 (opens in new tab). I had also shipped the Static analysis tools for drivers (opens in new tab) for Windows 10.
I have published 25+ papers and filed 15+ patents (opens in new tab) on topics related to Software Engineering, Artificial Intelligence and Information Retrieval. I also serve on the editorial boards for IST (opens in new tab) and JSS (opens in new tab) journals and have served on PCs for several conferences such as ICSE SEIP ’21, MSR ’21, SANER ’19. In 2021, I was elevated to a Senior Member (opens in new tab) by IEEE. My research has been recognized with Best Paper awards and nominations at SoCC 2022, FMCAD 2020, ICSE SEIP 2021, PROMISE 2019.
For my Bachelor thesis, I worked with Karthikeyan Bhargavan (opens in new tab) and Sergio Maffeis (opens in new tab) at INRIA Rocquencourt, Paris (opens in new tab) and Imperial College London (opens in new tab) on formal verification of Web application security. The work was recognized by Facebook (opens in new tab), Mozilla and Google (opens in new tab) with multiple WhiteHat awards.
News
- Co-organizing the Cloud Intelligence/AIOps Workshop (opens in new tab), co-located with ASPLOS 2024. Please submit your research!
- Best Paper Award at ACM SoCC 2022 (opens in new tab) for our research (opens in new tab) on improving service reliability and resiliency.
- Papers accepted by Empirical Software Engineering (opens in new tab) and TOSEM (opens in new tab) journals.
- Papers accepted at ICSE 2022 (opens in new tab) and The Web Conference 2022 (opens in new tab).
- Paper on micro-climate prediction accepted at KDD ’21 (opens in new tab). Featured on Microsoft Research blog (opens in new tab).
- Elevated to a Senior Member by IEEE.
- Paper accepted at ICSE 2021 – SEIP Track (preprint (opens in new tab)). Featured on VentureBeat (opens in new tab) and nominated for the IEEE Software Distinguished Paper Award.
- Preprint (opens in new tab) and dataset (opens in new tab) of our recent work on code search intent. Accepted at MSR 2021.
- I am co-chairing the 8th SER&IP workshop (opens in new tab) at ICSE 2021. Submissions are open until Jan 12th.
- Will be serving on the PC for MSR ’21 (opens in new tab) and ICSE-SEIP 2021 (opens in new tab).
- Best paper award at FMCAD 2020 (opens in new tab).
- Podcast (opens in new tab) on using AI to improve software.
- Our team won the Autonomous Greenhouse Challenge (opens in new tab) 2018! We were the only AI team that beat humans, for more details please see the MSR Blog post (opens in new tab).
- Bill Gates’s blog & video (opens in new tab) on FarmBeats.