Mary Novelyn Culaton

Key Skills

Software

Appen

Clickworker

CloudFactory

CrowdSource

CVAT

Data Annotation Tech

Dataloop

iMerit

Labelbox

Label Studio

Lionbridge

Mercor

Mindrift

OneForma

Playment

Remotasks

Scale AI

SuperAnnotate

Toloka

Telus

Top Subject Matter

No subject matter listed

Top Data Types

Image

Audio

Video

Text

Top Label Types

Action Recognition

Bounding Box

Classification

Data Collection

Emotion Recognition

Entity Ner Classification

Evaluation Rating

Object Detection

Point Key Point

Prompt Response Writing SFT

Question Answering

Segmentation

Transcription

Freelancer Overview

I am an experienced AI data specialist with a strong background in data annotation, labeling, and quality assurance across diverse domains including text, audio, image, and video datasets. My work spans projects in computer vision, ASR transcription, LLM evaluation, and e-commerce data for leading platforms like Appen, Atlas Capture, and iMerit. I have hands-on expertise using tools such as LabelBox, Workbench, and Ango Hub, and am skilled at following detailed guidelines to ensure accuracy and consistency. My attention to detail, organizational skills, and commitment to high-quality outputs enable me to efficiently support complex AI and machine learning projects, from annotating first-person video segments to evaluating and improving model-generated content. I am fluent in English, Tagalog, and Iloko, and excel at meeting deadlines while maintaining rigorous data standards.

Labeling Experience

Data Labeling

AppenTextPoint Key PointSegmentation

Performed detailed data labeling and annotation for large AI datasets, including product images, multimedia content, and text data. Ensured accurate classification and tagging according to strict project guidelines to train and refine machine learning models. Reviewed and corrected annotations to maintain high consistency and data integrity. Collaborated with project teams to meet quality benchmarks and contribute to the overall improvement of AI training datasets.

Performed detailed data labeling and annotation for large AI datasets, including product images, multimedia content, and text data. Ensured accurate classification and tagging according to strict project guidelines to train and refine machine learning models. Reviewed and corrected annotations to maintain high consistency and data integrity. Collaborated with project teams to meet quality benchmarks and contribute to the overall improvement of AI training datasets.

2025

Data Annotation

AppenVideoEvaluation Rating

Performed detailed data labeling and annotation for large AI datasets, including product images, multimedia content, and text data. Ensured accurate classification and tagging according to strict project guidelines to train and refine machine learning models. Reviewed and corrected annotations to maintain high consistency and data integrity. Collaborated with project teams to meet quality benchmarks and contribute to the overall improvement of AI training datasets.

Performed detailed data labeling and annotation for large AI datasets, including product images, multimedia content, and text data. Ensured accurate classification and tagging according to strict project guidelines to train and refine machine learning models. Reviewed and corrected annotations to maintain high consistency and data integrity. Collaborated with project teams to meet quality benchmarks and contribute to the overall improvement of AI training datasets.

2025

Data Annotation

AppenAudioEvaluation Rating

Performed detailed data labeling and annotation for large AI datasets, including product images, multimedia content, and text data. Ensured accurate classification and tagging according to strict project guidelines to train and refine machine learning models. Reviewed and corrected annotations to maintain high consistency and data integrity. Collaborated with project teams to meet quality benchmarks and contribute to the overall improvement of AI training datasets.

Performed detailed data labeling and annotation for large AI datasets, including product images, multimedia content, and text data. Ensured accurate classification and tagging according to strict project guidelines to train and refine machine learning models. Reviewed and corrected annotations to maintain high consistency and data integrity. Collaborated with project teams to meet quality benchmarks and contribute to the overall improvement of AI training datasets.

2025

Data labeling

AppenImageSegmentationObject Detection

Performed detailed data labeling and annotation for large AI datasets, including product images, multimedia content, and text data. Ensured accurate classification and tagging according to strict project guidelines to train and refine machine learning models. Reviewed and corrected annotations to maintain high consistency and data integrity. Collaborated with project teams to meet quality benchmarks and contribute to the overall improvement of AI training datasets.

Performed detailed data labeling and annotation for large AI datasets, including product images, multimedia content, and text data. Ensured accurate classification and tagging according to strict project guidelines to train and refine machine learning models. Reviewed and corrected annotations to maintain high consistency and data integrity. Collaborated with project teams to meet quality benchmarks and contribute to the overall improvement of AI training datasets.

2025

Education

Work History