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Author

Nawnit Kumar

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Conference Jul 2026

Predicting Test Automation Failures using Machine Learning for Proactive Quality Engineering

Test automation is vital for software release in modern times, it often results in false positives due to failed tests, which leads to the waste of precious engineer's time and, hence, loss of trust in the system. The proposed research project seeks to design a predictive model that can estimate the possibility of fals...

Gitanjali Kumari, M. K. Shukla, Nawnit Kumar et al. · 0 citations
Conference Jul 2026

Automated Code Review in DevOps Pipelines using Artificial Intelligence

In Ensuring fast and precise code review process has become one of the major problems of the modern DevOps world, where software development happens quickly for code reviews to be done manually. In this paper, we introduce a novel automated code review framework named AICR-DevOps, which utilizes a combination of rule-b...

Nawnit Kumar, M. K. Shukla, Raushendra Kumar et al. · 0 citations

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