Faith Munga

I am a dedicated data reviewer and data entry specialist with extensive experience in image annotation, data labeling and quality control for machine-learning projects. I have worked on projects evaluating annotated data to meet project standards and provided constructive feedback to improve datasets and processes.

I consistently preserve review confidentiality while identifying and resolving data problems, purging duplicates, and verifying records through correction or reentry. I have hands-on experience with data augmentation, annotation quality, and tools that support automatic data flow and labeling.

In client-facing and operational roles I handled cash transactions, prepared accounting reports, ran day-to-day shop operations, and maintained records of inquiries, demonstrating strong organizational and communication skills. I have also supported colleagues to improve performance and have been recognized as a top performer and team captain.

I bring strong computer skills, experience with large language models and Sama tools, and a customer-focused, change-oriented approach to deliver accurate, reliable datasets and practical recommendations to clients.