Markis Francis

Key Skills

Software

Appen

Other

Top Subject Matter

AI-generated content evaluation

Search engine results evaluation

AI model data collection and research

Top Data Types

Text

Computer Code Programming

Top Task Types

Data Collection

Freelancer Overview

Freelance AI Content Evaluator. Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Appen. Education includes Bachelor of Science, University of Greenwich (2020). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

Freelance AI Content Evaluator

Text

As a Freelance AI Content Evaluator, I analyzed and improved the quality of AI-generated textual responses. My primary role involved evaluating output relevance, accuracy, and coherence to provide actionable feedback. This position required careful review to ensure strict adherence to quality standards and project guidelines. • Evaluated AI-generated responses for clarity and contextual fit. • Provided structured feedback for AI system improvements. • Collaborated with team members on guideline compliance. • Ensured high standards of confidentiality and accuracy.

As a Freelance AI Content Evaluator, I analyzed and improved the quality of AI-generated textual responses. My primary role involved evaluating output relevance, accuracy, and coherence to provide actionable feedback. This position required careful review to ensure strict adherence to quality standards and project guidelines. • Evaluated AI-generated responses for clarity and contextual fit. • Provided structured feedback for AI system improvements. • Collaborated with team members on guideline compliance. • Ensured high standards of confidentiality and accuracy.

2025 - Present

Freelance Research & Data Analyst

OtherTextData Collection

As a Freelance Research & Data Analyst, I conducted online research to support AI model training and refinement. My work involved gathering and synthesizing textual data and delivering actionable insights to aid data annotation and model improvement. I solved complex research challenges with analytical skills to contribute valuable input to client AI projects. • Collected and organized text-based data for AI models. • Prepared detailed reports to support AI training initiatives. • Addressed data sourcing challenges through thorough research. • Provided data-driven insights for annotation and training objectives.

As a Freelance Research & Data Analyst, I conducted online research to support AI model training and refinement. My work involved gathering and synthesizing textual data and delivering actionable insights to aid data annotation and model improvement. I solved complex research challenges with analytical skills to contribute valuable input to client AI projects. • Collected and organized text-based data for AI models. • Prepared detailed reports to support AI training initiatives. • Addressed data sourcing challenges through thorough research. • Provided data-driven insights for annotation and training objectives.

2024 - 2024

Search Quality Rater

AppenText

As a Search Quality Rater, I evaluated and rated search engine output to improve search quality and align with user intent. My responsibilities included reviewing the relevance and accuracy of search results and providing rankings based on satisfaction. This position also contributed to the training data sets used for AI model advancement. • Rated search results for relevance and user intent adherence. • Used evaluation guidelines to maintain consistency and quality. • Helped enhance AI training datasets for improved model performance. • Ensured confidentiality while working with sensitive data.

As a Search Quality Rater, I evaluated and rated search engine output to improve search quality and align with user intent. My responsibilities included reviewing the relevance and accuracy of search results and providing rankings based on satisfaction. This position also contributed to the training data sets used for AI model advancement. • Rated search results for relevance and user intent adherence. • Used evaluation guidelines to maintain consistency and quality. • Helped enhance AI training datasets for improved model performance. • Ensured confidentiality while working with sensitive data.

2020 - 2023

Education

Work History