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Michelle Villariez

Michelle Villariez

Media Monitoring, Data Analytics and Data Management and Training Expert

NETHERLANDS flag
Den Haag, Netherlands
$25.00/hrIntermediateOtherInternal Proprietary Tooling

Key Skills

Software

Other
Internal/Proprietary Tooling

Top Subject Matter

No subject matter listed

Top Data Types

AudioAudio
DocumentDocument
ImageImage
VideoVideo

Top Label Types

Action Recognition
Audio Recording
Classification
Data Collection
Emotion Recognition
Evaluation Rating
Question Answering
Transcription
Translation Localization

Freelancer Overview

I have hands-on experience contributing to AI training and data quality efforts that require high levels of precision, contextual judgment, and strict adherence to protocols. This includes working with AI-supported tools in court settings, where I collected, labeled, and analyzed highly sensitive data, ensuring accuracy, confidentiality, and ethical handling at all times. I have also supported the use of AI tools deployed across the United Nations system for large-scale sentiment analysis and global information monitoring, working with complex, multilingual datasets and nuanced classifications. What sets me apart is my ability to operate at the intersection of data rigor and human judgment. With a background in research, monitoring and evaluation, and human-centered design, I bring strong skills in data annotation, quality control, bias detection, and documentation. I am comfortable working with ambiguity, edge cases, and evolving guidelines, and I approach AI training work with a strong ethical lens, attention to detail, and an understanding of the real-world implications of high-stakes data systems.

IntermediateEnglishTagalog

Labeling Experience

Data Labeling project

Internal Proprietary ToolingDocumentQuestion AnsweringEmotion Recognition
Labeling of documents and audio interviews for case management, project management, and evaluation.

Labeling of documents and audio interviews for case management, project management, and evaluation.

2023 - 2025

Education

I

International Institute of Social Studies (ISS), Erasmus University Rotterdam

Master of Arts, Development Studies (Gender, Human Rights and Conflict)

Master of Arts
2021 - 2023
A

Ateneo de Manila University

Bachelor of Arts, Arts

Bachelor of Arts
2000 - 2004

Work History

I

International Criminal Court

Visiting Professional Consultant – Public Information & Outreach

The Hague
2025 - 2026
I

International Criminal Court

Monitoring & Evaluation Advisor

The Hague
2023 - 2025