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Stan Dupp

@standupp

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AI/LLM Analyst specializing in high-quality data annotation, taxonomy governance, and KPI-driven QA.

India

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What I'm looking for

I’m looking for a role where I can combine AI/LLM data work with editorial and SEO thinking—owning taxonomy governance, QA, and KPI improvements, while collaborating across teams to ship reliable, high-quality outcomes.

I’m an AI/LLM Analyst who partners with project managers, linguists, and AI engineers to refine annotation taxonomies and strengthen model validation. I’ve led crowdsourced annotation workflows with >99% guideline adherence, processed 1,500–2,000 data units daily, and improved validation performance by 6–15%.

I build KPI dashboards and run root-cause QA to cut rework by 20%, using gold-standard sampling with 98% precision for full taxonomy governance compliance. I also bring editorial discipline from internships—producing SEO-optimized articles, performing WordPress on-page SEO, and coordinating content for captions, reels, and video subtitling.

Experience

Work history, roles, and key accomplishments

Copy Editing Intern

Samagra Foundation and Emerald Publishers

Jan 2021 - Jan 2022 (1 year)

Produced SEO-optimized articles and performed copy editing and proofreading for publication. After editorial approvals, implemented on-page SEO in WordPress and collaborated with editors and an SEO manager to refine themes and improve content visibility.

Copy Editing Proofreading On Page SEO WordPress Content Editing SEO Theme Refinement Collaboration

AI/LLM Analyst

Innodata

Jan 2025 - Present (1 year 7 months)

Partnered with project managers, linguists, and AI engineers to refine annotation taxonomies and improve model validation performance. Led crowdsourced annotation workflows, monitored guideline adherence, and built KPI dashboards with root-cause QA to reduce rework.

Model Validation Annotation Workflows Data Quality Assurance KPIs Data Processing

Editorial/Social Media (Intern)

DC Books

Jan 2022 - Present (4 years 7 months)

Proofread and supported editing of books under the editorial head’s supervision while curating copy for captions, reels, and video content. Contributed to Mango Books marketing ideation, coordinated with the graphics team for scripts/subtitling, and assisted with digitization for preservation.

Proofreading Copy Editing Editing Social Media and Reels Copy Content Coordination