Regina Umeh

AI Data Annotation & Search Quality Specialist

Remote-first AI data specialist with 6+ years of independent contractor experience delivering 95–99% accuracy in data annotation, search quality evaluation, and transcription across text, image, audio, and video datasets.

Skills

AI Data AnnotationSearch Quality EvaluationMachine Learning Data LabelingQuality Assurance & Data ValidationAudio & Video TranscriptionE-E-A-T StandardsFact VerificationGoogle Workspace & Microsoft 365

At a Glance

6+

Years Remote Freelance Experience

95–99%

Accuracy Across All Tasks

4

Specializations (Annotation, QE, Transcription, VA)

Work Experience

Independent Contractor — Freelancer, Remote logo

AI Data Annotation Specialist

Independent Contractor — Freelancer, Remote · 09/2018 – Present

Annotated text, image, audio, and video datasets for AI model training while conducting quality assurance checks and online research for accuracy verification. Maintained 95–99% accuracy across high-volume tasks while consistently applying complex guidelines and meeting tight deadlines.

Independent Contractor — Remote logo

Search Quality Evaluator

Independent Contractor — Remote · Part-time

Evaluated search engine results for relevance and accuracy aligned with E-E-A-T standards while providing structured algorithm feedback. Enhanced search evaluation processes through cross-functional collaboration and delivered consistent quality ratings with strict deadline adherence.

Independent Contractor — Remote logo

Virtual Assistant

Independent Contractor — Remote · Part-time

Managed email, calendars, document preparation, and administrative support across multiple clients. Developed a comprehensive digital filing system that improved document retrieval and ensured compliance with data management standards.

Freelancer — Remote logo

Transcription Specialist

Freelancer — Remote · Recent Role

Transcribed audio in multiple formats (verbatim and clean read) with high accuracy across varied accents and challenging audio conditions. Maintained strict confidentiality and consistently delivered transcripts within tight turnaround times.

Key Achievements

  • Consistently achieved 95–99% accuracy in AI data annotation and transcription across high-volume projects while meeting all productivity targets
  • Applied complex annotation and search quality guidelines with precision, improving overall dataset quality and reducing QA error rates
  • Developed digital filing systems that improved document retrieval efficiency and ensured full compliance with data management standards
  • Delivered reliable performance across four specializations (annotation, search quality evaluation, transcription, virtual assistance) in fully remote environments

Education

University of Nigeria logo

Bachelor of Science in Psychology/Sociology

University of Nigeria ·