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V

Victor Korir

AI Trainer / AI Data Specialist (Project Aether & Project Hedgehog), Handshake AI & Outlier

USA flagFlorida, Usa
$20.00/hrIntermediateAppenMercorToloka

Key Skills

Software

AppenAppen
MercorMercor
TolokaToloka
RemotasksRemotasks

Top Subject Matter

Large Language Model (LLM) evaluation
AI safety
Reasoning Domain Expertise

Top Data Types

TextText
DocumentDocument
ImageImage

Top Task Types

Object Detection
Text Generation
Text Summarization
Question Answering
Data Collection

Freelancer Overview

AI Trainer / AI Data Specialist (Project Aether & Project Hedgehog), Handshake AI & Outlier. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Arts, Moi University (2017). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

IntermediateEnglish

Labeling Experience

AI Trainer / AI Data Specialist (Project Aether & Project Hedgehog), Handshake AI & Outlier

Text
As an AI Trainer and Data Specialist for Handshake AI & Outlier, I evaluated, annotated, and rated AI-generated textual responses, supporting large language model (LLM) development. I compared outputs, ranked responses, and identified reasoning errors and hallucinations across complex, multi-step prompts to enhance accuracy and safety. This role required strict adherence to structured guidelines and comprehensive feedback for ongoing model improvement. • Conducted detailed prompt engineering, response ranking, and annotation for LLM datasets. • Provided structured, written justifications to improve training data quality. • Identified AI hallucinations, logical inconsistencies, and instruction-following failures. • Performed scenario-based and comparative response assessments for model refinement.

As an AI Trainer and Data Specialist for Handshake AI & Outlier, I evaluated, annotated, and rated AI-generated textual responses, supporting large language model (LLM) development. I compared outputs, ranked responses, and identified reasoning errors and hallucinations across complex, multi-step prompts to enhance accuracy and safety. This role required strict adherence to structured guidelines and comprehensive feedback for ongoing model improvement. • Conducted detailed prompt engineering, response ranking, and annotation for LLM datasets. • Provided structured, written justifications to improve training data quality. • Identified AI hallucinations, logical inconsistencies, and instruction-following failures. • Performed scenario-based and comparative response assessments for model refinement.

2025 - Present

Education

M

Moi University

Bachelor of Arts, Sociology

Bachelor of Arts
2015 - 2017

Work History

D

Devereux Advanced Behavioral Health

Direct Support Professional

Florida
2022 - 2025