Academic Service
I contribute to the research community through peer review, evaluating technical rigor, experimental design, reproducibility, novelty, and clarity in applied AI and interdisciplinary computational work.
IEEE Access
Journal Reviewer
Assessed novelty, technical rigor, experimental validation, and reproducibility of AI-driven research.
View certificationPLOS ONE
Journal Reviewer
Reviewed interdisciplinary computational research connecting machine learning methods with real-world applications.
View certificationIGI Global
Book Chapter Reviewer
Evaluated scholarly chapters in emerging technologies, cybersecurity, and applied artificial intelligence systems.
Acknowledged reviewer
Review Lens
Novelty
Technical rigor
Experimental validation
Reproducibility