Alez W.

Key Skills

Software

Other

Top Subject Matter

Egocentric video understanding and behavioral/structural annotation quality assurance

Technical writing

Fact-checking Domain Expertise

Top Data Types

Video

Text

Top Task Types

No task types listed

Freelancer Overview

Data Quality Reviewer (Egocentric Data) — Atlas Capture Program. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, Kirinyaga University (2027). AI-training focus includes data types such as Video and Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Data Quality Reviewer (Egocentric Data) — Atlas Capture Program

OtherVideo

Served as a Data Quality Reviewer for an egocentric data annotation pipeline, auditing high-volume video and associated textual labels against strict structural and behavioral guidelines. Evaluated and scored initial annotations to catch subtle language, contextual, and taxonomy/framework issues before data is used downstream. Provided clear written feedback describing discrepancies and corrective actions to improve dataset quality. • Reviewed egocentric video and text for 100% alignment with annotation guidelines. • Evaluated physical interaction descriptions and verified label consistency. • Maintained reviewer accuracy benchmarks and quality quizzes. • Authored structured feedback to optimize downstream training sets.

2026 - Present

Technical Content & Systems Freelancer (AI-adjacent evaluation support via technical documentation)

OtherText

Worked as a Technical Content & Systems Freelancer with responsibilities that included drafting and verifying technical documentation intended for technical/academic collaboration. Conducted targeted research to validate information against authoritative sources prior to finalizing written outputs. Translated complex business and system requirements into structured logic explanations to support accurate evaluation-style documentation. • Drafted and edited technical project summaries and system workflow descriptions. • Analyzed requirements to produce UML use-case and sequence logic documentation. • Performed independent fact-checking using authoritative sources. • Produced clear, easy-to-read technical write-ups for peer collaborations.

2025 - Present

Education

Work History