
UX framework and interaction design for scalable sports card intelligence across fragmented auction ecosystems
Design Strategy, UX Framework Design, Interaction Design, AI System Experience
GenAI, LLM, Multi-Source Aggregation, Real-Time Market Intelligence
Aggregated 20+ auction houses into a single intelligent discovery platform
Designed interaction patterns for real-time search, watchlists, and AI-driven recommendations
Enabled scalable product experience for collectors, investors, and casual users across the market

Expertise in designing end-to-end product experiences for live SaaS platforms across complex, multi-source ecosystems.
Cross-functional team owning design, engineering, AI integration, and product delivery from concept to launch and beyond.
Built and scaled a production-ready platform integrating 20+ auction house data sources, real-time intelligence, and AI-powered recommendations.
Why Intelligaia
Real-Time Cross-Platform Discovery
Stop wasting hours on manual searches. Access a unified feed of live auction results from across the web, sorted by relevance and match accuracy.

From Static Listings to a Living Radar Screen
Collectors must manually track fragmented platforms like eBay and Goldin, causing missed opportunities and overwhelming hobbyists. Without a centralized hub for live data and cross-market alerts, navigating the landscape remains costly and discouraging.
End-to-end design and engineering for AuctionWire.ai — a SaaS platform aggregating 20+ auction houses into one intelligent, AI-powered collecting experience.
Design Strategy, UX Framework Design, Interaction Design, AI System Experience
GenAI, LLM, Multi-Source Aggregation, Real-Time Market Intelligence






Your Centralized Hub for Market Scarity & Value
Leveraging AI-powered identification and historical market analysis to eliminate guesswork, allowing you to identify rare opportunities and maximize your portfolio's value with precision.
Driving Complexity toward Scalable Consistency
A unified system of components and patterns to support growth and consistency.




A Unified Product Experience for Discovery, Decision, and Market Intelligence
A live platform that brings together search, tracking, and real-time auction insights into a single, intelligent collecting experience across 20+ sources.

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