Francis K.

Key Skills

Software

Don't disclose

Top Subject Matter

AI training data annotation

content categorization

and search relevance

Top Data Types

Text

Top Task Types

Classification

Freelancer Overview

AI Data Annotation & Research Freelancer (Remote. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Bachelor of Business Administration, Dedan Kimathi University of Technology (2024). AI-training focus includes data types such as Text and labeling workflows including Classification, Evaluation, and Rating.

Labeling Experience

AI Data Annotation & Research Freelancer (Remote

Classification

No description provided.

2024 - Present

AI Evaluation & Content Review Projects | 2024–Present

Don't discloseText

Reviewed AI-generated outputs for quality, relevance, and alignment with task expectations. Provided structured feedback intended to improve model performance and evaluation quality. Applied critical thinking and analytical reasoning to assess outputs and ensure they meet relevance criteria. • Assessed AI output quality and relevance • Produced structured feedback for model improvement • Performed analytical reasoning during evaluation • Ensured outputs matched evaluation criteria

2024 - Present

AI Data Annotation & Labeling Specialist (Freelance/Remote) | 2024–Present

Don't discloseTextClassification

Annotated and labeled textual datasets according to detailed project guidelines and quality standards. Performed content categorization and classification to support downstream machine learning objectives. Conducted quality assurance and data validation to maintain accuracy while meeting productivity targets. • Labeled dataset records using provided instructions • Performed content categorization and classification tasks • Ran quality checks and validation for consistency • Evaluated and maintained accuracy vs. throughput goals

2024 - Present

Education

Work History