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Ilya Garaeff

Ilya Garaeff

Business Analyst - AI Content Validation

ARGENTINA flag
Cordoba, Argentina
$14.00/hrIntermediateAppenClickworkerToloka

Key Skills

Software

AppenAppen
ClickworkerClickworker
TolokaToloka
Scale AIScale AI
RemotasksRemotasks
Micro1
MercorMercor
LionbridgeLionbridge

Top Subject Matter

AI model training and multilingual content validation
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
DocumentDocument

Top Task Types

Computer Programming Coding
Evaluation Rating
Transcription
Question Answering
Classification
Text Generation
Text Summarization

Freelancer Overview

Business Analyst - AI Content Validation. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Master of Science, University of Buenos Aires (2025) and Master of Business Administration, National Sun Yat-sen University (2021). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

IntermediateEnglishRussianSpanishChinese Mandarin

Labeling Experience

Business Analyst - AI Content Validation

Text
Led multilingual content validation workflows for AI model training in a cross-functional team setting. Reviewed over 5,000 data samples across four languages using structured linguistic QA processes. Designed and implemented formal feedback and validation criteria to refine training datasets for improved AI language model performance. • Executed linguistic quality assurance on diverse text samples. • Reduced flagged output inconsistencies by 18%. • Developed validation criteria to enhance data consistency across languages. • Improved cultural accuracy and representation in model outputs.

Led multilingual content validation workflows for AI model training in a cross-functional team setting. Reviewed over 5,000 data samples across four languages using structured linguistic QA processes. Designed and implemented formal feedback and validation criteria to refine training datasets for improved AI language model performance. • Executed linguistic quality assurance on diverse text samples. • Reduced flagged output inconsistencies by 18%. • Developed validation criteria to enhance data consistency across languages. • Improved cultural accuracy and representation in model outputs.

2025 - 2025

Education

N

National Sun Yat-sen University

Master of Business Administration, International Business Administration

Master of Business Administration
2021 - 2021
U

University of Buenos Aires

Master of Science, Policy and Management of Science and Technology

Master of Science
2025

Work History

M

Mercor

Professional Domain Expert (Finance/Accounting)

San Francisco
2026 - Present
T

Translation Commons

Localization Project Manager

Cupertino
2025 - Present