Richard R.

Key Skills

Software

Appen

Other

Top Subject Matter

AI evaluation

content quality

multilingual moderation

Top Data Types

Text

Image

Video

Top Task Types

Red Teaming

Classification

Freelancer Overview

AI Data Annotation & Evaluation Specialist (Freelance, Remote) — Appen/Atlas Capture/AI Training Clients (2025–2026). Brings 2+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Appen and Other. Education includes Bachelor of Science, N/A (2026) and Kenya Certificate of Secondary Education, Butula Boys High School. AI-training focus includes data types such as Text and Document and labeling workflows including Evaluation, Rating, and Red Teaming.

Labeling Experience

AI Data Annotation & Evaluation Specialist (Freelance, Remote) — Appen/Atlas Capture/AI Training Clients (2025–2026)

AppenText

Evaluated AI-generated outputs and completed large-scale annotation tasks for text classification, quality/clarity/usability review, and guideline compliance. Provided structured, nuanced feedback to inform model improvements, refined scoring standards using documented edge cases and gray-area scenarios, and ensured consistent results across project-specific QA protocols. Sustained a 96%+ quality rating across 15,000+ completed tasks over the engagement period. • Assessed AI responses for inconsistencies and weakness patterns • Documented edge cases and escalation scenarios to strengthen criteria • Applied structured evaluation guidelines to large datasets • Collaborated with QA teams to implement corrections and optimize workflows

2025 - 2026

Digital Content Moderator (Remote) — Social Media Compliance Project (2024–2025)

OtherTextRed Teaming

Reviewed and evaluated user-generated content daily for policy violations across English, French, and Swahili while sustaining 98% accuracy. Classified sensitive and mature content using editorial judgment and strict platform trust-and-safety standards, documenting edge cases and escalation patterns to improve consistency. Supported continuous enhancement of moderation and evaluation workflows through QA collaboration and quality analytics. • Conducted multilingual trust & safety reviews • Classified policy-violating vs non-violating content • Documented edge cases to support guideline refinement • Partnered with QA teams on quality analytics

2024 - 2025

Account Opening Officer — Equity Bank Kenya (2024)

OtherDocumentClassification

Verified KYC documentation and financial data with high accuracy while following confidentiality and compliance protocols. Streamlined data validation workflows and maintained strong attention to accuracy compliance. Applied consistent process ownership expectations aligned with responsible data handling practices. • Reviewed and validated customer documentation • Ensured confidentiality and compliance • Supported process optimization to reduce processing time • Maintained high accuracy across high-volume transactions

2024 - 2024

Education

Work History