Software engineer, Founder, and Researcher.

I’m Noble, a Mitacs Graduate Fellow and researcher in AI and Software Engineering from the University of Waterloo, Canada. I’m the co-founder of Mayil-AI, where i am working on developing intelligent systems that revolutionize Software Development and Maintenance.

Recent Publications

  1. Title
    Test-Driven Development and LLM-based Code Generation
    Authors
    Noble Saji Mathews, Meiyappan Nagappan
    Conference
    To appear in Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering
  2. Title
    FuzzSlice: Pruning false positives in static analysis warnings through function-level fuzzing
    Authors
    Muralli Anirudhan, Noble Saji Mathews, Meiyappan Nagappan
    Conference
    Proceedings of the 46th IEEE/ACM International Conference on Software Engineering
  3. Title
    Whodunit: Classifying Code as Human Authored or GPT-4 generated-A case study on CodeChef problems (🏆 Distinguished Paper)
    Authors
    Joy Idialu, Noble Saji Mathews, Rungroj Maipradit, Joanne Atlee, Meiyappan Nagappan
    Conference
    Proceedings of the 21st International Conference on Mining Software Repositories. 2024
  4. Title
    On the Impact of Multiple Source Code Representations on Software Engineering Tasks—An Empirical Study
    Authors
    Karthik Swarna, Noble Saji Mathews, Dheeraj Vagavolu, Sridhar Chimalakonda
    Conference
    Journal of Systems and Software 210 (2024): 111941
  5. Title
    COMEX: A Tool for Generating Customized Source Code Representations
    Authors
    Debeshee Das*, Noble Saji Mathews*, Alex Mathai, Srikanth Tamilselvam, Kranthi Sedamaki, Sridhar Chimalakonda, Atul Kumar
    Conference
    In 2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE) (pp. 2054-2057). IEEE
View All Publications

Research & Work Experience

  1. Company
    MayilAI
    Role
    Co-Founder
    Date
  2. Company
    University of Waterloo
    Role
    Mitacs Globalink Graduate Fellow
    Date
  3. Company
    IBM Research
    Role
    Research Collaborator
    Date
  4. Company
    SudoViz
    Role
    AI Engineer
    Date
  5. Company
    DeepSource
    Role
    GitHub Extern
    Date
  6. Company
    Solana Labs
    Role
    MLH Software Engineering Fellow
    Date
  7. Company
    RISHA Lab
    Role
    Undergraduate Researcher
    Date
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