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D
Donald O.

Donald O.

AI Data Trainer & Quality Analyst

Kenya flagNairobi, Kenya

Key Skills

Software

Scale AIScale AI
AppenAppen

Top Subject Matter

Large Language Models (LLMs) and Natural Language Processing (NLP)
General Text AI Training and Transcription
Legal Services & Contract Review

Top Data Types

TextText
ImageImage
DocumentDocument

Top Task Types

ClassificationClassification

Freelancer Overview

AI Data Trainer & Quality Analyst. Brings 5+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Scale AI and Appen. Education includes Bachelor of Arts, United States International University (2024). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Scale AI

AI Data Trainer & Quality Analyst

Scale AIScale AITextText

I trained and evaluated large language models by labeling more than 2,500 data points daily with high accuracy. I performed tasks such as sentiment analysis, entity recognition, and prompt response scoring, reducing error rates and directly improving model performance. My work contributed to guiding model responses and high standards for AI behavior assessments. • Consistently ranked in top 5% of annotators and awarded "Star Performer" for three consecutive quarters • Collaborated with international teams to improve guidelines and train new annotators • Maintained 99.2% accuracy over high-volume annotation batches • Delivered performance feedback to enhance data labeling consistency

2023 - Present
Appen

Data Entry & Processing Specialist

AppenAppenTextTextClassificationClassification

I completed transcription and categorization projects requiring accurate entry and verification of large text datasets. I handled high-volume labeling tasks using proprietary and crowdsourcing platforms, meeting quality and speed requirements. My work supported model learning, improved dataset quality, and adhered to strict privacy protocols. • Achieved 100% quality audit pass rate on data labeling and entry • Completed projects 40% faster than team average during contract periods • Identified and resolved data discrepancies to ensure training data integrity • Supported diverse text annotation tasks across multiple client projects

2019 - 2021

Education

U

United States International University

Bachelor of Arts, Communication Studies

Bachelor of Arts
2020 - 2024

Work History

C

Crowdgen

Senior Customer Service Representative

Nairobi
2021 - 2022
A

Amazon Mechanical Turk

Data Entry & Processing Specialist

Nairobi
2019 - 2021