Gabriel User
@gabriel22
GTM strategy researcher and prompt engineer driving revenue growth across SaaS and services.
What I'm looking for
I am a GTM strategy researcher and prompt engineer with 16 years supporting sales revenue growth exceeding $900M across government contracting, higher education, fintech, staffing, and A.I./B2C SaaS.
At Invisible Technologies I design and evaluate prompts for LLMs, contribute to RLHF, build rubrics, and coach peers to improve model performance.
I have led market and product research roles at ManpowerGroup and Yoh, delivering predictive FP&A models, NPS improvements, and a 200% increase in technical recruiting lead pipeline via sales operations process improvements.
Previously I guided RevOps and product marketing for B2B SaaS clients, contributed to major revenue wins in corporate roles, and taught graduate business courses while completing an MBA, demonstrating a blend of analytical rigor, leadership, and cross-functional collaboration.
I’m also a business instructor who has taught hundreds of graduate MBA students online and in-person. I still consult on curriculum development and organizational learning.
Experience
Work history, roles, and key accomplishments
Advanced A.I. Data Trainer
Invisible Technologies
Jan 2024 - Present (1 year 11 months)
Prompt engineer and data trainer for LLMs and ML systems, conducting testing, RLHF, rubric development, and coaching to improve model performance and evaluation.
Senior Market Analyst
Yoh, a Day & Zimmermann Company
Jan 2023 - Jan 2024 (1 year)
Led IT technical recruiting lead-generation research, increasing candidate pipeline 200% in three months and mentored two junior analysts to scale operations.
Senior Market Analyst
ManpowerGroup
Jan 2022 - Jan 2023 (1 year)
Led GTM strategy and RevOps research for technical recruiting segments, built predictive FP&A models, and improved NPS survey design lifting NPS across 80% of brand segments.
Management Consultant
Freelance
Jan 2019 - Jan 2022 (3 years)
Advised B2B SaaS clients on RevOps planning and product marketing strategy, guiding expansion of digital services and app positioning for improved UX and pricing.
Marketing & Sales Analyst
Answer Financial
Jan 2016 - Jan 2019 (3 years)
Led mixed-methods research for product and marketing, delivering 25+ executive reports and contributing analyses that increased phone and web sales by 15% and online conversions by 8%.
Coordinated post-production and launch preparation for the feature documentary Sonic Sea, supporting promotion and distribution efforts for an Emmy-winning film.
Marketing Communications Manager
Maersk Line, Ltd.
Jan 2007 - Dec 2014 (7 years 11 months)
Led market research and sales campaigns for a $1B+ U.S. subsidiary, trained five analysts, and contributed to revenue growth that supported achieving company targets.
Lead writer for 10+ proposal teams bidding on infrastructure contracts, contributing to wins exceeding $250M and meeting 100% of proposal deadlines.
Education
Degrees, certifications, and relevant coursework
George Washington University
Master of Business Administration, Business Administration
Activities and societies: Graduate Teaching Assistant; curriculum development for MBA/MPP courses; trained junior TAs
Completed a Master of Business Administration program, served as a graduate teaching assistant and co-instructor for multiple graduate courses while working full-time.
College of William & Mary
Bachelor of Arts, Environmental Studies
Activities and societies: Research fellow; course designer and instructor; educational consultant for Mason School of Business
Earned a Bachelor of Arts degree and later served as a research fellow and course designer for the School of Environmental Studies.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Portfolio
instagram.com/themarviesSocial media
Job categories
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