REVIEWER & JUDGING EVIDENCE
Peer Review, Technical Evaluation, and Professional Judging Readiness
Evidence of scholarly review training, reviewer certification, professional society engagement, and judging-readiness activities aligned with Cloud Governance, Reliability Engineering, AI observability, enterprise architecture, and technology transformation.
Independent Scholarly Review
CompletedPREreview.org Completed Peer Reviews
Completed Public Peer Reviews on PREreview.org covering Artificial Intelligence, Information Systems, Management Science, and enterprise technology research topics.
Peer Review Training
CompletedElsevier Certified Peer Reviewer
Completed Certified Peer Reviewer training through Elsevier Researcher Academy.
Reviewer Certification
CompletedACM Certified Reviewer
Completed ACM reviewer training and certification, supporting scholarly review readiness.
Peer Review Training
CompletedNature Masterclasses / NMO Peer Review
Completed peer-review focused training supporting research evaluation and scholarly review practices.
Professional Review Ecosystem
In ProgressIEEE Reviewer / Senior Member Pathway
Building IEEE professional contribution pathway through membership, Reviewer Activity, and senior member evaluation preparation.
Reviewer Pipeline
In ProgressElsevier / Springer / IEEE Reviewer Opportunities
Reviewer applications and scholarly contribution opportunities being developed across major publishing ecosystems.
Judging & Evaluation
In ProgressTechnology Award Judging Pathway
Pursuing judging opportunities aligned with Cloud Governance, SRE, FinOps, enterprise architecture, AI observability, and technology transformation expertise.
PUBLIC PEER REVIEW EVIDENCE
PREreview.org Completed Peer Reviews
Public peer-review activity demonstrating independent scholarly evaluation across Information Systems, Artificial Intelligence, Management Science, and enterprise technology research topics.

STRATEGIC VALUE
Building credibility as a technical evaluator and independent expert.
Reviewer and judging activities strengthen the public record of technical evaluation capability, scholarly contribution, professional service, and independent expertise across enterprise technology domains.