At Execo Company, I assessed audio datasets for clarity, consistency, and compliance with project quality standards. I validated alignment between recordings, annotations, and transcriptions, and resolved labeling errors and inconsistencies.
At Africa AI Labs, I trained annotators and designed quality evaluation rubrics to standardize annotation and review. I also monitored performance and contributed to workflow improvements.
Earlier, I coordinated annotation operations as Shift Lead and completed LiDAR, NLP, and image segmentation tasks as a Data Labeling Associate. At CloudFactory, I performed data annotation, classification, and web research for AI training datasets.

