CV

Education

• Ph.D in Computer Science and Software Engineering, Concordia University, 2024
• B.S. in Science, McGill University, 2016

Work experience

• July 2022 - 2024: Machine Learning Engineer @ ERA Environmental Solutions
  • Designed and led the development of an end-to-end machine learning model to detect five distinct patterns of user behavior anomalies within a user-intensive business-to-business software system.
  • Identified hundreds of anomalies across multiple clients.
  • Presented our research at 2022 Suppliers Partnership Summit.
• July 2018 - 2019: Software Engineer @ Web on Demand
  • Developed text and color switcher feature for a content management software system.
  • Created a tool capable of identifying files impacted by changes in modified CSS code.
  • Other responsibilities involved writing user documentations and making tutorial videos.

Student Supervision

• Supervised Students at DePaul
  • Aashish Subramaniam, Undergraduate Research Assistant (Nov.-2024 – Current)
    • Explainable debugging for software test failure
  • Jesus Valadez, Undergraduate Research Assistant (Nov.-2024 – Current)
    • Framework to enhance test case generation
• Supervised Students at Concordia
  • Zehao Wang, Thesis-based PhD (Nov.-2024 – Current)
  • Feng Lin, Thesis-based MSc (Sept.-2023 – Current)
  • Md Nakhla Rafi, Thesis-based PhD (Sept.-2022 – Current)
  • Zeyang Ma, Thesis-based MSc (Sept.-2021 – Current)
  • Heng Yi Wen, Thesis-based MSc (Sept.-2021 – Current)
  • Tarek Makkouk, Thesis-based MSc (Jan.-2021 – May-2023)

Research Services

• DePaul University
  • Research Environment Committee (2024)
  • Software Engineering Program Committee (2024)
  • PhD Committee (2024)
  • DePaul \& Northern Trust Hackathon Consultant (2024)
  • DePaul Faculty Candidate Hiring Committee (2024)
• Conference Program Committee
  • The 21th International Conference on Software Engineering (ICSE), 2021.
• Journal Reviewer
  • ACM Transactions on Software Engineering and Methodology (TOSEM)
    • 2022 (1 paper)
    • 2024 (3 paper)
  • IEEE Transactions on Software Engineering (TSE)
    • 2023 (1 paper)
  • Journal of Software Maintenance and Evolution (JSME)
    • 2024 (2 paper)
• Conference Reviewer
  • The 22nd International Conference on Mining Software Repositories MSR-2025.
  • The 13th International Workshop on Load Testing and Benchmarking of Software Systems LTB-2025.
  • The 20th International Conference on Mining Software Repositories MSR-2023