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
- 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
- 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
- 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
- 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
- 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
Research & Work Experience
- Company
- MayilAI
- Role
- Co-Founder
- Date
- Company
- University of Waterloo
- Role
- Mitacs Globalink Graduate Fellow
- Date
- Company
- IBM Research
- Role
- Research Collaborator
- Date
- Company
- SudoViz
- Role
- AI Engineer
- Date
- Company
- DeepSource
- Role
- GitHub Extern
- Date
- Company
- Solana Labs
- Role
- MLH Software Engineering Fellow
- Date
- Company
- RISHA Lab
- Role
- Undergraduate Researcher
- Date