David F.

Key Skills

Software

No software listed

Top Subject Matter

AI training video dataset annotation

Online research for AI training/research contribution

AI training video dataset quality review

Top Data Types

Video

Text

Top Task Types

Data Collection

Freelancer Overview

Data Annotator | AtlasCapture (Remote Platform). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include AtlasCapture and GoogleSearch. Education includes Secondary School Certificate, Abbot Dayspring School (2024). AI-training focus includes data types such as Video and Text and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

Data Annotator - Atlas Capture

Video

You worked as a data annotator for video datasets used in AI training and evaluation. You focused on reviewing outputs to improve label reliability and overall dataset quality. You applied annotation guidelines carefully to maintain accuracy, consistency, and completeness across projects. • Annotated and reviewed video datasets for AI training • Evaluated and corrected labeled data for higher quality • Followed labeling guidelines to ensure accuracy and consistency • Supported preparation of structured datasets for machine learning systems

2026 - Present

AI Data Annotation – AtlasCapture (Remote)

Video

I edited and reviewed video datasets used for AI training to maintain data quality. I applied detailed annotation guidelines to ensure labeled data met the expected standards. I contributed to the preparation of structured datasets for machine learning systems. • Edit and review video training datasets • Apply annotation guidelines for quality control • Ensure consistency with labeling standards • Support creation of structured ML-ready datasets

2026 - Present

Data Annotator | AtlasCapture (Remote Platform)

Video

I annotated and reviewed video datasets used for AI training to improve overall dataset quality and reliability. I evaluated existing labels and corrected labeled data while following the platform’s annotation guidelines. I contributed to preparing high-quality datasets to support machine learning system development. • Annotate and review video data for AI training • Evaluate and correct labeled outputs • Follow annotation guidelines for accuracy and consistency • Support dataset preparation for ML systems

2026 - Present

Freelance Online Researcher (Remote)

TextData Collection

I conducted online research across various topics by collecting information from multiple sources. I summarized reliable findings to meet research goals and deadlines. I worked independently while ensuring information accuracy and usefulness for downstream tasks. • Perform online research using multiple sources • Gather and summarize reliable information • Work independently to meet goals • Ensure quality through content review

2024 - Present

Education

Work History