Calvin M.

Key Skills

Software

Other

Top Subject Matter

Large Language Model (LLM) training and evaluation

Top Data Types

Text

Computer Code Programming

Top Task Types

Text Generation

Text Summarization

Computer Programming/Coding

Freelancer Overview

AI Training Contributor (Outlier AI) — Data annotation and response quality evaluation (Remote/Freelance). Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, Arusha Institute of Accountancy (2027). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Training Contributor (Outlier AI) — Data annotation and response quality evaluation (Remote/Freelance)

OtherText

Contributed to AI training and evaluation tasks for large language models through structured prompt and response review. Performed data annotation, prompt evaluation, and response quality assessment to support model improvement. Applied guideline-based labeling to maintain consistent training standards. • Reviewed prompts and evaluated expected vs. generated responses. • Annotated training/evaluation data according to provided instructions. • Assessed response quality and provided detailed feedback. • Ensured adherence to structured guidelines and quality checks.

2026 - Present

Education

Work History