Navigation Complexity
Tools for campaigns, reports, and customer data were scattered across different interfaces, forcing users to switch contexts frequently.
Streamlining loyalty and marketing for higher merchant retention and customer engagement.

AppCard is a data-driven loyalty and customer engagement platform that helps retailers turn transaction data into personalized marketing experiences. The goal was to simplify complex analytics and campaign tools into an intuitive, actionable dashboard for store owners and marketing teams. Through user-centered design and strategic UX decisions, the platform improved visibility into customer behavior, campaign performance, and ROI tracking.
Merchants struggled with a fragmented, inefficient platform that hindered their ability to engage customers effectively.
Tools for campaigns, reports, and customer data were scattered across different interfaces, forcing users to switch contexts frequently.
Merchants found it difficult to create and track campaigns, analyze performance metrics, or optimize loyalty programs without guidance.
The platform was not mobile-optimized and imposed a high cognitive load, leading to low adoption rates and poor merchant retention.
Analyzed 5 major loyalty platforms to identify gaps in usability and features.
Moved from low-fi wireframes to a hi-fi design system with a mobile-first focus.
Conducted user interviews, surveys, and pain-point analysis with 20+ retailers.
Created 3 core personas and mapped user journeys to visualize merchant workflows.
Mapped the end-to-end merchant journey from onboarding through campaign management and performance analysis, identifying key touchpoints and pain areas.
Drive customer loyalty and revenue growth through AppCard's data-driven marketing platform, delivering personalized experiences and maximizing customer lifetime value.

Merchant Operations Lead
Oversees branch setup, loyalty rules, and offer logic across locations, and needs one structured system that reduces setup friction and configuration mistakes.

Merchant Marketing Manager
Builds promotions and tracks ROI, and needs a guided campaign workflow that makes setup faster, safer, and easier to evaluate in real time.
Merchants managed loyalty rules, branch settings, and reward logic across disconnected views. Program configuration required navigating multiple sections, increasing operational friction and risk of misconfiguration.
The SolutionDesigned a unified administrative interface to:
Structured system design simplified multi-entity configuration.


Creating campaigns required navigating lengthy, multi-step forms with no visual previews, leading to user errors.
The SolutionAchieved by replacing complex forms with a guided, step-by-step campaign builder.
Even for complex B2B platforms, busy merchants rely on mobile. Designing for small screens first forced us to prioritize only the most essential actions, boosting overall adoption.
Merchants were hesitant to launch campaigns blindly. Introducing real-time visual previews significantly reduced errors and increased the speed of campaign deployment.
Integrating A/B testing tools didn't just help merchants; it created a continuous feedback loop that informed our own product roadmap and feature prioritization.
I design product experiences that bring clarity to complex systems.