Udo D.

Key Skills

Software

Other

Micro1

Top Subject Matter

Video dataset annotation quality control (timestamp and action tagging)

AI training video creation and response quality evaluation

Structured dataset labeling with quality assurance

Top Data Types

Video

Text

Image

Top Task Types

Prompt + Response Writing (SFT)

Classification

Data Collection

Freelancer Overview

T3 Reviewer – AI Data Annotation & Quality Control at Atlas Capture (Audit Platform). Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and Micro1. Education includes Commercial Fundamentals Certificate, Brigham Young University Idaho (2026). AI-training focus includes data types such as Video and Text and labeling workflows including Evaluation, Rating, and Prompt + Response Writing (SFT).

Labeling Experience

T3 Reviewer – AI Data Annotation & Quality Control at Atlas Capture (Audit Platform)

OtherVideo

Served as a T3 Reviewer performing AI data annotation review and quality control on video datasets. Validated and corrected AI-generated outputs including timestamp and action labeling to ensure consistent annotations across tasks. Maintained high accuracy while identifying recurring guideline issues and collaborating with QA teams to standardize rules. • Reviewed and corrected AI-generated video annotations to improve accuracy and consistency • Evaluated timestamp and action labels across hundreds of weekly video tasks • Provided structured feedback to reduce guideline confusion and rework time • Coordinated with QA teams to standardize annotation rules across multiple projects

2024 - Present

Freelancer – Digital Tasks & Data Handling at SproutGigs

OtherTextData Collection

Completed a high volume of freelance digital microtasks involving data validation, labeling, and structured content review with an emphasis on following client instructions. Produced consistent outputs with rapid turnaround times and helped reduce rejection rates through careful adherence to requirements. Supported independent problem-solving across varied AI and digital work tasks while maintaining reliable workflow performance. • Completed 1000+ microtasks involving data validation and structured content review • Delivered same-day completion on 80%+ of tasks when required • Ensured strict adherence to client instructions to reduce rejection rates • Strengthened independent problem-solving across varied AI/data work

2022 - Present

Data Annotator at Micro1 AI (Remote)

Micro1TextClassification

Performed data annotation for AI and machine learning by labeling structured datasets according to project guidelines. Completed validation and quality checks to ensure annotation consistency and reliability across tasks. Identified annotation inconsistencies and contributed feedback to improve labeling standards while maintaining strong accuracy on high-volume assignments. • Annotated and labeled structured datasets for AI/ML applications • Performed data validation and quality checks across annotation projects • Reviewed text, image, and video data per detailed guidelines • Reported inconsistencies and suggested improvements to labeling standards

2024 - 2024

AI Trainer at Micro1 AI (Remote)

OtherVideoPrompt + Response Writing (SFT)

Worked as an AI Trainer supporting AI learning and human interaction model improvement through training content creation and output evaluation. Recorded and submitted training videos following detailed guidelines while reviewing AI-generated responses to improve accuracy and consistency. Delivered structured feedback on training datasets and tasks to reduce recurring errors and uphold quality standards under strict deadlines. • Recorded and submitted training videos for AI model improvement • Reviewed and evaluated AI-generated outputs to enhance response accuracy and consistency • Provided structured feedback on datasets and training tasks • Followed recording and annotation guidelines to ensure high-quality training data

2024 - 2024

Education

Work History