Sakina Fatima

About

Sakina Fatima is a AI Researcher at Fujitsu Research. She finished her PhD in Computer Science at the University of Ottawa, Canada. She completed her Joint MSc degree in Artificial Intelligence and Software Engineering from University of St Andrews, Scotland and Maynooth University, Ireland. Prior to that, she worked at IBM Pakistan for one year as a technical consultant. Her research interests lie in machine learning, natural language processing and automated software testing.

Employment

• University of Ottawa Research Assistant
  2021 - 2025
• University of St Andrews Research Assistant
  2020 - 2020
• National University of Ireland Maynooth Software Engineer Intern
  2019 - 2019
• IBM Technical Consultant
  2017 - 2018

Education

• University of Ottawa PhD
  2021 - Present
• University of St Andrews Erasmus Mundus Joint Masters in Advanced Systems Dependability (2nd Year)
  2019 - 2020
• National University of Ireland Maynooth Erasmus Mundus Joint Masters in Advanced Systems Dependability (1st Year)
  2018 - 2019
• COMSATS University Islamabad Bachelors of Science in Computer Science
  2013 - 2017

Projects & Funding

Projects & funding information is unavailable.

Publications (4)

• Black-Box Test Code Fault Localization Driven by Large Language Models and Execution Estimation
  ArXiv 2025
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• FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair
  IEEE Transactions on Software Engineering 2024 DOI: 10.1109/TSE.2024.3472476
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• FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair
  2024 DOI: 10.6084/m9.figshare.22756685
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• Flakify: A Black-Box, Language Model-Based Predictor for Flaky Tests
  IEEE Transactions on Software Engineering 2023 DOI: 10.1109/TSE.2022.3201209
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