At United States International University-Africa, I manage academic, operational, and research data repositories, maintaining a 99.9% accuracy baseline across digital archives. I also created verification rubrics to check multi-format files before downstream modeling.
As a freelance video data and transcription specialist for Online Platforms, I processed and audited multimedia assets to produce time-synchronized subtitle datasets and frame-accurate metadata. At Grapesyard Organization, I helped transform and verify legacy records, with updated protocols that reduced processing lag by 30%.

