Raymond K.

Key Skills

Software

Other

Top Subject Matter

AI/ML training data preparation and annotation guidelines

N/a Domain Expertise

Legal Services & Contract Review

Top Data Types

Image

Text

Audio

Video

Document

Top Task Types

Classification

Freelancer Overview

Freelance AI Data Annotation Specialist — Remote (2023 – Present). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other, N, and A. Education includes Diploma, East African School of Aviation (2023). AI-training focus includes data types such as Image, Text, and Audio and labeling workflows including Classification, Evaluation, and Rating.

Labeling Experience

Freelance AI Data Annotation Specialist — Remote (2023 – Present)

OtherImageClassification

Freelance AI Data Annotation Specialist work focused on labeling and preparing multimodal datasets for AI/ML projects, including images, text, audio, and video. Responsibilities included verifying and correcting image-text associations, rewriting captions, and transcribing and categorizing content per provided instructions. The role also performed quality checks to flag low-quality or duplicate samples and ensured consistency with annotation guidelines. • Verified image-text associations and corrected inconsistencies to improve dataset quality • Rewrote captions and reviewed content for clarity, accuracy, and contextual relevance • Performed quality checks (QA/QC) and flagged low-quality or duplicate samples • Completed browser-based microtasks for categorization, transcription, and content evaluation

2023 - Present

Flight Operator & Dispatcher — National Air Support Department (2023)

Text

Support work in flight operations was primarily operational and documentation-focused, with no explicit AI data labeling or machine learning training activities described. Therefore, this entry is not treated as a formal data labeling role. • N/A

2023 - 2023

Education

Work History