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Chris SummersCS
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Chris Summers

@chrissummers

AI Content Evaluator at Dropbox Dash, checking AI answers against internal documents for factual grounding.

United States
Message

At Dropbox Dash, I rate AI responses and enterprise search results—including documents, images, and video—for relevance, accuracy, and factual grounding. I check answers against internal documents and employee communications to verify their claims.

When ambiguous queries or edge cases arise, I apply and update the evaluation rubric so labels stay consistent across evaluators. I also use Dash Assistant, internal search tools, and KQL-style queries to trace sources and diagnose relevance problems.

At Google Gemini, through GlobalLogic, I evaluated text, image, audio, and video outputs against user intent and program rubrics. I provided human labels for prompt engineering and model tuning, and contributed to evaluator training and documentation.

Earlier, I designed lessons, scripts, and assessments at VIPKid, translating complex subject matter into accessible content. My work has also included rubric-based feedback as an English Instructor at YBM ECC.

Experience

Work history, roles, and key accomplishments

Harvey Nash logoHN
Current

Senior AI Content Evaluator

Harvey Nash

Jan 2025 - Present (1 year 10 months)

Delivered high-quality human labels for AI responses and enterprise search results, supporting prompt refinement, search ranking, and model tuning. Maintained evaluation rubrics and tools, including Cursor-assisted YAML analysis, to ensure consistent labeling across evaluators.

TR

Marketing Specialist

Trophy Run

Sep 2021 - Feb 2022 (5 months)

Created and reviewed digital content and documentation to ensure alignment with campaign objectives and audience expectations. Produced clear, accurate, and usable written materials and helped stakeholders adopt new tools by turning technical data into actionable content.

Education

Degrees, certifications, and relevant coursework

Google logoGO

Google

Google Cloud Prompt Engineering Guide, Cloud Computing

2025 - 2025

Completed the Google Cloud Prompt Engineering Guide certification in 2025.

Google logoGO

Google

Analyzing and Visualizing Data in Looker, Data Analytics

2024 - 2024

Completed the Analyzing and Visualizing Data in Looker certification in 2024.

Google logoGO

Google

Introduction to Data Analytics on Google Cloud, Data Analytics

2024 - 2024

Completed the Introduction to Data Analytics on Google Cloud certification in 2024.

Google logoGO

Google

Google Fundamentals of Digital Marketing, Digital Marketing

2020 - 2020

Completed the Google Fundamentals of Digital Marketing certification in 2020.

Google logoGO

Google

Google Ads Search Certification, Digital Marketing

2020 - 2020

Completed the Google Ads Search Certification in 2020.

University of Missouri–St. Louis logoUL

University of Missouri–St. Louis

Master of Philosophy, Philosophy

Grade: Magna Cum Laude

Master of Philosophy degree from the University of Missouri–St. Louis, awarded in 2011 with Magna Cum Laude honors.

Belmont University logoBU

Belmont University

Bachelor of Business Administration, Business Administration

Bachelor of Business Administration in Business Administration and Bachelor of Science in Philosophy from Belmont University, completed in 2008.

Belmont University logoBU

Belmont University

Bachelor of Science, Philosophy

Bachelor of Science in Philosophy from Belmont University, completed in 2008.

Tech stack

Software and tools used professionally

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