Michelle Ingoglia

Key Skills

Software

Appen

Top Subject Matter

AI evaluation and prompt engineering

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Image

Top Task Types

Evaluation/Rating

Freelancer Overview

Remote AI Generalist. Brings 21+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Appen and Outlier. Education includes Bachelor of Arts, Montclair State University (2003). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Remote AI Generalist

OtherTextEvaluation Rating

Compared AI system outputs to evaluate model performance. Utilized rubrics to rate and select the best-performing AI for each scenario. Wrote and refined prompts to enhance large language model results. • Collaborated in sustained AI evaluation through Outlier AI platform • Provided structured feedback to inform model improvement • Maintained rating consistency and adherence to project standards • Engaged in prompt design for diverse subject areas

Compared AI system outputs to evaluate model performance. Utilized rubrics to rate and select the best-performing AI for each scenario. Wrote and refined prompts to enhance large language model results. • Collaborated in sustained AI evaluation through Outlier AI platform • Provided structured feedback to inform model improvement • Maintained rating consistency and adherence to project standards • Engaged in prompt design for diverse subject areas

2020 - 2024

Remote AI Generalist

AppenTextBounding Box

Reviewed AI-generated outputs to determine which model performed best on given queries. Followed detailed rubrics to ensure fair and accurate evaluation of AI responses. Created prompts to refine AI model behaviors and improve output quality. • Executed prompt writing and evaluation for a variety of subject matters • Consistently applied guidelines to maintain rating accuracy • Documented findings to contribute to ongoing model improvement • Worked with both Appen Technology and Outlier AI platforms

Reviewed AI-generated outputs to determine which model performed best on given queries. Followed detailed rubrics to ensure fair and accurate evaluation of AI responses. Created prompts to refine AI model behaviors and improve output quality. • Executed prompt writing and evaluation for a variety of subject matters • Consistently applied guidelines to maintain rating accuracy • Documented findings to contribute to ongoing model improvement • Worked with both Appen Technology and Outlier AI platforms

2016 - 2020

Education

Work History