Key Skills

Software

Other

Top Subject Matter

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Legal Research & Document Analysis

Top Data Types

Document

Text

Top Task Types

RLHF

Question Answering

Text Summarization

Transcription

Classification

Freelancer Overview

I bring strong experience in analytical evaluation, data validation, and pattern recognition, developed through hands-on work in AML investigations, KYC/KYB reviews, and fraud analysis. My role involved reviewing complex, multi-step data inputs—such as transaction histories, identity documents, and behavioral patterns—against structured guidelines to identify inconsistencies, edge cases, and risk signals. This closely aligns with data labeling and AI training workflows, where accuracy, consistency, and attention to detail are critical for high-quality model outputs. Additionally, I have contributed to process standardization and quality improvement, including developing SOPs, optimizing workflows, and collaborating with product teams to build dashboards and improve onboarding systems. These experiences reflect my ability to apply structured evaluation frameworks, provide actionable feedback, and adapt to evolving guidelines, making me well-suited for training and refining AI models. My strong written communication skills (Advanced C1 English) further enable me to produce clear, high-quality annotations and feedback for model development.

Labeling Experience

Education

Work History