Evelyn M.

Key Skills

Software

Other

Top Subject Matter

AI/ML training data annotation (text)

AI/ML training data annotation (images)

Legal Services & Contract Review

Top Data Types

Text

Image

Document

Top Task Types

Classification

Freelancer Overview

Freelance – Remote | Data Annotator (2024 – Present). Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Master of Science, Open University of Kenya (2026) and Bachelor of Arts, Maseno University (2018). AI-training focus includes data types such as Text and Image and labeling workflows including Classification.

Labeling Experience

Freelance – Remote | Data Annotator (2024 – Present)

OtherImageClassification

The role included labeling and annotating image datasets with high precision while following project-specific annotation guidelines. Outputs were maintained to meet quality benchmarks required by AI and ML development teams. The annotator contributed to reducing dataset errors through identification of inconsistencies and corrective actions before handoff. • Interpreted detailed annotation guidelines for image-related tasks • Performed self-quality-control checks on annotated image batches • Flagged ambiguous or problematic image samples with clear feedback • Collaborated with project leads to adapt to evolving annotation specifications

2024 - Present

Freelance – Remote | Data Annotator (2024 – Present)

OtherTextClassification

The role involved labeling and annotating text datasets with high precision according to detailed annotation guidelines. Work emphasized consistent accuracy rates above 95% across project deliverables. The annotator performed self-quality-control reviews to detect and correct inconsistencies before submission. • Applied and interpreted annotation guidelines across multiple text data types • Conducted self-QC on completed annotation batches to maintain dataset integrity • Flagged ambiguous or problematic samples and provided written feedback to improve guidelines • Maintained organized, versioned records for traceability and audit support

2024 - Present

Education

Work History