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M

Mathew Brock

Mathematics Data Annotation Specialist

USA flag
Spring, Usa
Expert

Key Skills

Software

No software listed

Top Subject Matter

Mathematics/AI-generated content
Web Content/AI Training
AI Training/Quantitative Content

Top Data Types

TextText
DocumentDocument

Top Task Types

Classification

Freelancer Overview

Mathematics Data Annotation Specialist. Brings 3+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, University of California. AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Expert

Labeling Experience

Digital Intelligence Specialist

TextClassification
As a Digital Intelligence Specialist, I analyzed digital content and datasets to support AI training and machine learning model development. My responsibilities included structured data labeling, categorization, and validation of web-based data. I performed quality rating tasks with a focus on content accuracy, relevance, and consistency. • Conducted in-depth online research to validate sources and detect misinformation. • Applied detailed guidelines for pairwise comparisons. • Ensured reliability and integrity of labeled data. • Supported the development of advanced AI and machine learning models.

As a Digital Intelligence Specialist, I analyzed digital content and datasets to support AI training and machine learning model development. My responsibilities included structured data labeling, categorization, and validation of web-based data. I performed quality rating tasks with a focus on content accuracy, relevance, and consistency. • Conducted in-depth online research to validate sources and detect misinformation. • Applied detailed guidelines for pairwise comparisons. • Ensured reliability and integrity of labeled data. • Supported the development of advanced AI and machine learning models.

2024 - Present

Mathematics Data Annotation Specialist

Text
As a Mathematics Data Annotation Specialist, I evaluated and rated AI-generated mathematical content for accuracy and quality. I performed pairwise comparisons of AI model outputs to identify the most relevant and correct responses. My work included annotating and classifying datasets across algebra, statistics, probability, and calculus. • Maintained consistent guideline compliance and NDA adherence. • Contributed to ongoing model improvement by flagging errors. • Managed large volumes of digital content evaluations efficiently. • Ensured high accuracy rates in all assessments.

As a Mathematics Data Annotation Specialist, I evaluated and rated AI-generated mathematical content for accuracy and quality. I performed pairwise comparisons of AI model outputs to identify the most relevant and correct responses. My work included annotating and classifying datasets across algebra, statistics, probability, and calculus. • Maintained consistent guideline compliance and NDA adherence. • Contributed to ongoing model improvement by flagging errors. • Managed large volumes of digital content evaluations efficiently. • Ensured high accuracy rates in all assessments.

2023 - Present

AI Training Data Analyst – Quantitative Content

Text
As an AI Training Data Analyst – Quantitative Content, I reviewed and rated AI-generated and web-sourced content for quality and correctness. I evaluated search result relevance and assessed user intent to enhance machine learning datasets. My work identified and removed low-quality content, supporting AI development teams with structured evaluations. • Collaborated with AI teams through detailed quality reports. • Maintained high productivity and accuracy under remote schedules. • Ensured consistent content evaluation with guideline adherence. • Managed large-scale assessment of digital datasets.

As an AI Training Data Analyst – Quantitative Content, I reviewed and rated AI-generated and web-sourced content for quality and correctness. I evaluated search result relevance and assessed user intent to enhance machine learning datasets. My work identified and removed low-quality content, supporting AI development teams with structured evaluations. • Collaborated with AI teams through detailed quality reports. • Maintained high productivity and accuracy under remote schedules. • Ensured consistent content evaluation with guideline adherence. • Managed large-scale assessment of digital datasets.

2018 - 2022

Education

U

University of California

Bachelor of Science, Computer Science

Bachelor of Science
Not specified

Work History

N

Nisos

Senior Analyst

Spring
2023 - 2025