Voice-Enabled Research Copilot
Built an internal AI product from zero to working MVP in under 30 days to support research synthesis and insight generation.
- • Defined scope, delivery milestones, and cross-functional ownership from concept through launch.
- • Integrated voice interaction, retrieval workflows, and external intelligence sources into one research flow.
- • Created the team processes and onboarding materials needed to scale the work beyond the initial pilot.
AIRAGProduct DeliveryAPIs
Consumer Communications Root-Cause Analysis
Used SQL-driven analysis across millions of records to isolate duplicate customer notice patterns and improve customer communications.
- • Mapped the operational and system conditions creating redundant outreach.
- • Converted findings into process enhancements and release-ready recommendations.
- • Reduced redundant customer notices by 20% while improving operational efficiency.
SQLAnalyticsOperationsStrategy
Pricing and Usage Analytics at Badger Maps
Combined product analytics and pricing modeling to guide rollout decisions and revenue improvements.
- • Analyzed 200K+ user records in PostgreSQL to estimate cost-savings potential.
- • Used Python analysis to identify engagement trends that shaped product rollout decisions.
- • Modeled pricing changes in R and recommended an adjustment tied to better retention and KPI growth.
PythonRPostgreSQLExperimentation