• Built a custom member dashboard to solve a data architecture problem — member data was scattered across three separate content collections in the existing CMS, making it inconsistent and unreliable to display on custom pages.
• Designed unified database architecture with 4 tables (profiles, archetypes, calculations, reports) to consolidate data.
• Solved cross-platform authentication challenge by designing custom token handoff between two separate systems — ensuring members only log in once for seamless UX.
• Integrated AI for personalized generated content with intelligent caching to control costs and latency.
• Implemented rate limiting (daily generation caps tracked via database), email alerting for system failures, and admin controls for cache management.
• Currently serves approximately 20 members.
• Application deployed with custom subdomain configuration.

Next iteration: UI cleanup and refinement.