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Isaac Auta

Isaac Auta

AI Response Evaluator | Human-in-the-Loop Quality Analyst

USA flagSacramento, CA, Usa
$10.00/hrExpertScale AIRemotasksOneforma

Key Skills

Software

Scale AIScale AI
RemotasksRemotasks
OneFormaOneForma
MercorMercor

Top Subject Matter

AI Response Evaluation & Content Review
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
DocumentDocument
VideoVideo

Top Task Types

Bounding BoxBounding Box
SegmentationSegmentation
Point/Key PointPoint/Key Point
CuboidCuboid
Object DetectionObject Detection

Freelancer Overview

AI Response Evaluator | Human-in-the-Loop Quality Analyst. Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include N and A. Education includes Bachelor of Science, Moi University (2016) and Kenya Certificate of Secondary Education, Nyamiranga Secondary School (2009). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

ExpertEnglishSwahili

Labeling Experience

Data Lebelling

VideoBounding Box
I worked on various projects on Remotasks, including Anteater VLM, VPTW, etc. The projects involved drawing bounding boxes around stationary and Dynamic objects.

I worked on various projects on Remotasks, including Anteater VLM, VPTW, etc. The projects involved drawing bounding boxes around stationary and Dynamic objects.

2024 - Present

AI Response Evaluator | Human-in-the-Loop Quality Analyst

Text
As an AI Response Evaluator, I assessed and rated AI-generated responses based on detailed quality rubrics. I focused on identifying hallucinations, factual inaccuracies, instruction-following errors, and clarity issues in model outputs. My feedback supported model enhancement and quality assurance in human-in-the-loop environments. • Compared and ranked multiple AI responses using structured evaluation criteria. • Provided concise, evidence-based justifications for evaluations. • Detected errors, unsupported claims, and inconsistencies in text data. • Summarized and documented findings for actionable model improvement.

As an AI Response Evaluator, I assessed and rated AI-generated responses based on detailed quality rubrics. I focused on identifying hallucinations, factual inaccuracies, instruction-following errors, and clarity issues in model outputs. My feedback supported model enhancement and quality assurance in human-in-the-loop environments. • Compared and ranked multiple AI responses using structured evaluation criteria. • Provided concise, evidence-based justifications for evaluations. • Detected errors, unsupported claims, and inconsistencies in text data. • Summarized and documented findings for actionable model improvement.

Present

Education

M

Moi University

Bachelor of Science, Agricultural and Biosystems Engineering

Bachelor of Science
2011 - 2016
N

Nyamiranga Secondary School

Kenya Certificate of Secondary Education, General Secondary Education (Kenya Certificate of Secondary Education)

Kenya Certificate of Secondary Education
2006 - 2009

Work History

M

Meru National Polytechnic, Kenya

Engineering Lecturer

Meru
2026 - Present
R

Rift Valley National Polytechnic

Lecturer in Agricultural Engineering

Nakuru
2022 - Present