Keeri User

I’m the Product Data Analyst who checks whether our product really does what we promised. I translate “this metric looks wrong” into concrete fixes, using analysis, validation checks, and data interpretation so teams can ship with confidence.

At TraderHouse, I led business analysis and delivery validation for Trend Engine, a multi-platform trend-scraping and AI content suggestion system across TikTok, Instagram, X, LinkedIn, Facebook, and YouTube. I defined product and feature requirements for an AI-powered trend platform, turning high-level goals into engineering-ready specifications.

I designed a proprietary trend-scoring framework (engagement velocity × audience relevance × brand-safety filtering) powering a “What’s Hot Right Now” dashboard widget. I also scoped an AI-assisted stock analysis research agent to track investor commentary and crowd sentiment on X, complementing fundamentals-based parallel agents.

I bridge non-technical stakeholders and developers by resolving ambiguous requirements through documented Q&A and decisions (including timezone handling and database architecture). I authored a 10-point delivery/QA checklist and audited sprint deliverables across 6 platform modules to flag data-quality and integration gaps before final sign-off.