Lionel M.

Key Skills

Software

Clickworker

Top Subject Matter

Economics - Banking

Finance - Corporate Finance

Economics - Macroeconomics

Top Data Types

Audio

Text

Top Task Types

Question Answering

Freelancer Overview

I have a strong understanding of AI training data workflows, including data labeling, annotation, and quality evaluation. I am familiar with applying detailed guidelines to ensure consistency across datasets, whether working with text classification, sentiment analysis, or content moderation tasks. I pay close attention to nuance and context, which allows me to accurately interpret ambiguous cases and maintain high labeling precision. I also understand the importance of clean, unbiased data in improving model performance and take care to follow instructions rigorously while minimizing errors.

Education

Work History