Anthony U.

Key Skills

Software

Label Studio

CVAT

Other

Top Subject Matter

AI training data annotation for classification

AI training data preparation (multimodal annotation)

Top Data Types

Text

Image

Video

Top Task Types

Classification

Freelancer Overview

AI Data Annotation Practice Projects (Text classification). Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Label Studio, CVAT, and Other. Education includes Bachelor of Science, N/A. AI-training focus includes data types such as Text, Image, and Video and labeling workflows including Classification.

Labeling Experience

AI Data Annotation Practice Projects (Multimodal/text/image/video preparation)

OtherVideoClassification

Conducted AI training data preparation that included annotation activities across multimodal datasets. Applied data organization and labeling practices to improve overall dataset quality. Used an accuracy-first approach to ensure labeled samples were suitable for machine learning tasks. • Prepared and organized multimodal training samples • Supported classification labeling workflows • Performed dataset organization for training • Applied data quality checks to labeled outputs

2024 - 2024

AI Data Annotation Practice Projects (Image annotation)

CVATImageClassification

Completed AI data annotation practice involving image labeling for machine learning readiness. Labeled images as part of classification-focused training datasets. Verified labeling consistency to support downstream model evaluation and training. • Annotated sample images for classification • Organized labeled image datasets • Ensured consistent label assignment • Prepared image data for ML training

2024 - 2024

AI Data Annotation Practice Projects (Text classification)

Label StudioTextClassification

Performed data annotation practice for AI training, including labeling sample text for classification tasks. Organized labeled datasets to support machine learning training workflows. Focused on accuracy and attention to detail to improve dataset quality. • Annotated sample text for classification • Organized and labeled datasets for ML training • Prepared training-ready data entries • Performed quality-oriented review of labeled outputs

2024 - 2024

Education

Work History