Lovely Cris Cagas

Key Skills

Software

Appen

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Question Answering

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Data Collection

Freelancer Overview

I have hands-on experience in data labeling and AI training tasks, contributing to the development and improvement of machine learning models through accurate and consistent annotation. My work includes labeling text, images, and datasets according to strict guidelines, ensuring high-quality outputs that support model training, validation, and performance optimization. I am detail-oriented and able to follow complex instructions while maintaining accuracy, consistency, and efficiency across large volumes of data. What sets me apart is my strong attention to detail, adaptability to different annotation tools and workflows, and commitment to data quality. I am skilled at identifying edge cases, correcting inconsistencies, and meeting productivity targets without compromising accuracy. With strong time-management skills and the ability to work independently or as part of a remote team, I consistently deliver reliable results that contribute to building trustworthy and effective AI systems.

Labeling Experience

Data Annotation & AI Training – Appen Project

AppenTextQuestion AnsweringText Summarization

Appen offers flexible, remote AI training jobs—primarily Data Annotators, Search Evaluators, and Transcribers—to improve machine learning models. Responsibilities include labeling text, images, and audio, evaluating search engine results, and rating content accuracy. These roles require high attention to detail, adherence to guidelines, and, often,, independent, flexible hours.

Appen offers flexible, remote AI training jobs—primarily Data Annotators, Search Evaluators, and Transcribers—to improve machine learning models. Responsibilities include labeling text, images, and audio, evaluating search engine results, and rating content accuracy. These roles require high attention to detail, adherence to guidelines, and, often,, independent, flexible hours.

2025 - 2025

Education

Work History