This certifies that
Lilian Mbong
Johns Hopkins University
has earned the credential of
AI-Native Foundations
Verified expertise in foundational AI training — 5 production tasks completed with 80.2/100 quality, demonstrating hands-on capability in collecting and evaluating human feedback for frontier models.
Model Training DataHuman Feedback CollectionAgent Training Basics