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rahlk/README.md

👋 Hi there, I am Rahul.

I work in the intersection of Machine Learning and Programming Languages for modernizing legacy applications and mainitaining cloud-native applications. Prior to this, I was Post doctoral fellow at Columbia University working ARiSE Lab with Dr. Baishakhi Ray (see rayb.info) 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 form RAISE Lab at NC State University under the guidance of Dr. Tim Menzies (see menzies.us). During my PhD, I worked on actionable analytics for software engineering. I developed algorithms that go beyond prediction to generate insights that can assist decision making. I also worked on developing data mining techniques (transfer learning) to generate insights even when sufficient data is not available. For more details, see:

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  1. CADET CADET Public

    Causal Debugging Toolkit for diagnosing and fixing non-functional faults in misconfigured systems

    Python

  2. MTFuzz MTFuzz Public

    MTFuzz: Fuzzing with a Multi-Task Neural Network

    C 34 11

  3. ai-se/xtree-plan ai-se/xtree-plan Public

    From Prediction to Planning: Improving Software Quality with BELLTREE

    Python 9 6

  4. ConEX ConEX Public

    A replication Package for: https://arxiv.org/abs/1910.09644

    Java 1