Research statement
I study what happens when a score, category or ranking becomes a decision about people. The program connects decision intelligence, AI evaluation, biomedical informatics, digital health and education.
For universities and researchers seeking collaboration across AI, biomedical informatics, digital health and education.
Four questions connect the work: who changes, who sets capacity, what does the category mean, and what counts as evidence of readiness?
I study what happens when a score, category or ranking becomes a decision about people. The program connects decision intelligence, AI evaluation, biomedical informatics, digital health and education.
I design teaching around defensible judgment: a clear question, inspectable evidence, stated limits and outputs students can explain rather than merely produce.
The current CV record includes 40+ peer-reviewed publications. Citation count and h-index are kept dynamic and delegated directly to Google Scholar.
PhD and MS from the University of Colorado Boulder, a visiting/collaborative record with KAUST, and current work at King Abdulaziz University.
I welcome joint projects, independent replication, co-supervision and research or teaching visits when the question, responsibilities and evidence outputs are explicit.