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Emmanuel Kiprotich

Emmanuel Kiprotich

AI Output Evaluator - Technology & Internet

KENYA flag
Kapkatet, Kenya
$20.00/hrExpertLionbridge

Key Skills

Software

LionbridgeLionbridge

Top Subject Matter

No subject matter listed

Top Data Types

AudioAudio

Top Label Types

Audio Recording

Freelancer Overview

I am a detail-oriented professional with hands-on experience in AI training support, data annotation, and quality evaluation of AI-generated outputs. My background in Mechanical and Production Engineering has equipped me with strong analytical and logical reasoning skills, which I apply to tasks such as image annotation, visual data labeling, and structured data analysis. I have contributed remotely to AI research projects, where I evaluated AI responses for accuracy and contextual relevance, created natural Q&A pairs aligned with SQL query outputs, and provided structured feedback to enhance AI model performance. I am adept at using guidelines and rating rubrics to assess AI outputs, ensuring high standards of clarity and quality. My experience also includes interpreting SQL results, validating data, and maintaining precise documentation, making me well-suited for roles in data labeling and AI training data projects.

ExpertEnglish

Labeling Experience

Lionbridge

AI Audio Recording and Evaluation

LionbridgeAudioAudio Recording
Project Scope The project focused on supporting AI model development through structured data labeling, image annotation, and AI output evaluation. The objective was to improve model accuracy by ensuring high-quality labeled datasets and consistent evaluation of AI-generated responses. Tasks were performed remotely following defined client guidelines and quality standards. Specific Data Labeling Tasks Performed Image annotation including object identification, classification, and bounding box labeling Reviewing AI-generated outputs for prompt alignment and contextual accuracy Rating responses using structured evaluation rubrics Identifying labeling inconsistencies and correcting classification errors Providing structured feedback to improve model training quality Validating annotated datasets for completeness and logical consistency Project Size Annotated and reviewed hundreds to thousands of image and AI-generated data samples Contributed consistently over multiple evaluatio

Project Scope The project focused on supporting AI model development through structured data labeling, image annotation, and AI output evaluation. The objective was to improve model accuracy by ensuring high-quality labeled datasets and consistent evaluation of AI-generated responses. Tasks were performed remotely following defined client guidelines and quality standards. Specific Data Labeling Tasks Performed Image annotation including object identification, classification, and bounding box labeling Reviewing AI-generated outputs for prompt alignment and contextual accuracy Rating responses using structured evaluation rubrics Identifying labeling inconsistencies and correcting classification errors Providing structured feedback to improve model training quality Validating annotated datasets for completeness and logical consistency Project Size Annotated and reviewed hundreds to thousands of image and AI-generated data samples Contributed consistently over multiple evaluatio

2024 - 2024

Education

U

University of Eldoret

Bachelor of Science, Mechanical and Production Engineering

Bachelor of Science
2019 - 2024
L

Litein High School

Secondary School Certificate, General Secondary Education

Secondary School Certificate
2015 - 2018

Work History

L

Lionbridge

Ai Audio Expert

Kapkatet
2024 - 2024