Michael J.

Key Skills

Software

CVAT

Other

Top Subject Matter

AI data review and dataset quality assurance (multi-modal outputs)

Field survey administration and structured data collection for research

Top Data Types

Text

Document

Image

Top Task Types

Data Collection

Freelancer Overview

AI Data Review Assistant | Academic and Technology Based Projects. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include CVAT and Other. Education includes Bachelor of Science, Lone Star University of Technology (2023). AI-training focus includes data types such as Text and Document and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

Data Collection Associate | Texas Field Research Services

OtherDocumentData Collection

Gathered survey and administrative data using structured forms while maintaining accuracy, completeness, and confidentiality. Checked submitted records for missing details, duplicates, and inconsistencies before final review. Coordinated with supervisors and field teams to follow approved procedures and meet collection schedules. • Collected and organized structured field survey data • Performed pre-review validation for completeness and consistency • Maintained confidential records with accurate documentation • Produced field notes and data quality summaries for reporting

2023 - Present

AI Data Review Assistant | Academic and Technology Based Projects

CVATText

Reviewed text, audio, image, and video outputs for clarity, accuracy, consistency, safety, and alignment with detailed instructions. Completed labeling and review tasks including classification, ranking, counting, transcription review, and object identification to improve datasets. Documented repeated errors, unclear outputs, formatting issues, and other quality concerns for follow-up and dataset refinement. • Validated output quality against written guidelines • Performed multi-task review across dataset fields • Cleaned and compared datasets using spreadsheet and code tools • Logged quality issues with professional, concise documentation

2022 - Present

Education

Work History