At the intersection of data, AI, and user empathy, I lead initiatives that transform complex enterprise ecosystems into intuitive, actionable experiences — from AI-assisted workflows and agent design to dashboard consolidation and interaction systems for banking and insurance professionals.
• Consolidated 10K+ dashboards to 160 via card sorting, interviews & usability testing—eliminating ~33% of redundant reports.
• Mined 1,000+ report attributes to identify 5 user segments, improving insight relevance by ~35% for executives.
• Realigned ~40% of org KPIs by role using insights from 7 focus groups to secure stakeholder buy-in.
• Designed role-specific data visualizations aligned to user archetypes, needs, and decision journeys.
• Ran usability testing with 10+ users—achieving ~25% faster task completion and more confident decisions.
• Built a WCAG 2.1 AA design system ensuring inclusive, accessible experiences across all users.
AI UX & Agentic Design
• Integrated Copilot-driven summaries and AI decision flows into executive workflows—reducing interpretation time by ~30%.
• Pioneered an agentic research system using semantic analysis, theme extraction & confidence scoring to drive the product roadmap.
• Designed non-chat AI interactions (guided flows, triggered actions, contextual summaries) to cut cognitive load for desktop users.
• Prompt engineered a domain-specific insurance agent with defined goals, personality, guardrails & policy constraints.
• Used AI for rapid ideation and research synthesis—accelerating iterations and deepening interaction quality.
• Applied vibe coding for fast UI prototyping, enabling quick client-facing iteration and alignment.