Caleb G.

Key Skills

Software

Don't disclose

Top Subject Matter

AI training datasets

text classification

image classification

Top Data Types

Text

Image

Top Task Types

Classification

Freelancer Overview

AI training/data labeling (text) — freelance annotation and review. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Certificate in Software Development and Technology Training, Moringa School. AI-training focus includes data types such as Text and Image and labeling workflows including Classification, Evaluation, and Rating.

Labeling Experience

Prompt evaluation & AI response assessment — freelance AI training support

Don't discloseDocumentText Generation

Executed prompt evaluation and response assessment activities to support AI testing. Reviewed model outputs and rated or validated responses according to expected behavior and project instructions. Provided structured feedback aimed at improving future responses. • Evaluated prompts and assessed generated responses • Scored/validated outputs against defined acceptance criteria • Reported issues and improvement suggestions for model behavior • Ensured consistent evaluation quality in remote collaboration

2024 - Present

AI training/data labeling (text) — freelance annotation and review

Don't discloseTextClassification

Performed text annotation and labeling for AI training tasks following provided guidelines. Conducted quality checks to ensure accurate and consistent labeling across samples. Reviewed AI-generated outputs and supplied feedback to improve subsequent labeling and performance. • Annotated and labeled text datasets for supervised learning purposes • Verified label consistency using quality control procedures • Evaluated AI responses against project criteria and recommended improvements • Maintained accuracy and productivity in a remote freelance workflow

2025 - 2025

AI training/data labeling (images) — freelance annotation and QA

Don't discloseDocumentText Generation

Annotated and labeled image datasets to support AI training and content classification requirements. Classified digital content according to the project’s labeling rules and taxonomy. Performed iterative reviews to ensure the labeled outputs met quality standards. • Labeled images for classification tasks using provided guidelines • Carried out quality assurance checks for consistency • Helped refine labeling accuracy through review and feedback loops • Managed remote freelance responsibilities while meeting accuracy targets

2024 - 2024

Education

Work History