Margaret O.

Key Skills

Software

Remotasks

Mindrift

Mercor

Top Subject Matter

AI training dataset operations (video action labeling, tool identification, procedural verification).

Top Data Types

Video

Image

Top Task Types

Action Recognition

Freelancer Overview

AI Training Contractor (Freelance / Various AI Platforms) — Atlas Capture episodes and annotation quality.. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Atlas Capture. Education includes Bachelor's Degree, Chuka University. AI-training focus includes data types such as Video and labeling workflows including Action Recognition.

Labeling Experience

AI Training Contractor (Freelance / Various AI Platforms) — Atlas Capture episodes and annotation quality.

VideoAction Recognition

Performed video action labeling and related procedural verification for AI training tasks. Carried out tool identification and ensured outputs met evolving project guidelines and quality expectations. Contributed to prompt/evaluation-style work through careful task labeling and analysis of operational performance.• Labeled video actions and verified procedures per project instructions.• Identified relevant tools required for task completion.• Maintained strict guideline adherence throughout short-term projects.• Managed high-volume weekly quotas (100+ tasks) with high inter-annotator agreement.

2025 - Present

Education

Work History