Roy C.

Key Skills

Software

Micro1

Clickworker

Mindrift

OneForma

Remotasks

Telus

Other

Top Subject Matter

AI/ML image labeling for machine learning training

AI/ML text categorization and evaluation support

Legal Services & Contract Review

Top Data Types

Image

Text

Document

Top Task Types

Object Detection

Classification

Bounding Box

Data Collection

Transcription

Computer Programming/Coding

Text Summarization

Segmentation

Freelancer Overview

Freelance AI Data Annotator (Remote). Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include N and A. Education includes Master of Science in Nursing, Kenyatta University (2020). AI-training focus includes data types such as Image and Text and labeling workflows including Bounding Box and Classification.

Labeling Experience

AI Training & Evaluation Support (Remote Projects)

TextClassification

Provided AI training and evaluation support through remote content categorization and data classification tasks. Supplied accurate human feedback to support machine learning evaluation workflows and structured annotation processes. Completed tasks using digital annotation platforms and established procedures to ensure reliable, high-quality outputs. • Performed content categorization and classification • Delivered human feedback for evaluation processes • Followed structured workflows for data labeling • Completed tasks with analytical and problem-solving focus

2022 - Present

Freelance AI Data Annotator (Remote)

ImageBounding Box

Served as a freelance remote AI data annotator, completing image labeling alongside text and multimedia annotation for machine learning systems. Followed project-specific labeling instructions to maintain high consistency and accuracy across datasets. Performed dataset reviews to detect errors, inconsistencies, and missing information while improving quality through self-auditing and guideline compliance. • Applied guideline-based evaluation during annotation • Reviewed labeled outputs for quality issues • Managed multiple concurrent tasks to meet deadlines • Maintained accuracy and productivity targets

2022 - Present

Education

Work History