Key Skills

Software

Appen

Data Annotation Tech

Labelbox

Mercor

Mindrift

OneForma

SuperAnnotate

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Text

Video

Top Task Types

Action Recognition

Audio Recording

Classification

Data Collection

Translation Localization

Freelancer Overview

I have hands-on experience in data labeling and AI training data pipelines, working with a variety of annotation tools for text, image, and video datasets. My focus has been on ensuring high-quality, consistent annotations aligned with detailed guidelines, including entity recognition, sentiment labeling, and image bounding boxes for machine learning models. I have also contributed to refining labeling guidelines and quality control processes to improve annotation consistency across teams. Additionally, I bring strong organizational skills and attention to detail, enabling me to handle large-scale datasets efficiently while meeting deadlines. My understanding of how labeled data directly impacts model performance allows me to approach labeling with a model-centric mindset, ensuring datasets are accurate, balanced, and ready for training robust AI systems.

Labeling Experience

outlier

AppenVideoText Generation

Labeling video

Labeling video

2025 - 2025

Education

Work History