Milzy D.

Key Skills

Software

CVAT

Label Studio

Top Subject Matter

Household manipulation tasks

AI training

Top Data Types

Video

Image

Top Task Types

Data Collection

Freelancer Overview

Data Collection & Annotation Specialist (Freelance). Core strengths include CVAT and Label Studio. AI-training focus includes data types such as Video and labeling workflows including Data Collection.

Labeling Experience

Data Collection & Annotation Specialist (Freelance)

CVATVideoData Collection

As a freelance Data Collection & Annotation Specialist, I captured point-of-view videos of manipulation-intensive household tasks strictly following AI training dataset requirements. My responsibilities included quality control, structured annotation review, and batch-processing large volumes while maintaining high accuracy. I corrected structured classification outputs and flagged systematic errors to support label guideline evolution. • Recorded and uploaded task-specific, high-quality video datasets using a head-mounted setup. • Performed detailed annotation review and applied corrections using CVAT and Label Studio. • Processed and verified 200–500 items per session, ensuring adherence to task variance and accuracy targets. • Communicated error types and dataset structure insights to support ongoing model improvement.

2025 - Present

Education

Work History