All case studies

/ CASE STUDY • #001

Pet dating App & community

Premium AI-powered pet dating & community ecosystem

MobileSaaSNext.jsReact NativePostgreSQLSocket.IOFinTech
Pet dating App & community  hero

CLIENT

Burrow (Proprietary)

ROLE

Lead System Architect & Full-stack Developer — Engineered the interceptive middleware architecture, real-time matching engine, and multi-tenant admin portal.

DURATION

10 months

YEAR

2026

/ OVERVIEW

Built a production-grade pet dating ecosystem consisting of a high-performance Node.js/Prisma backend, a glassmorphic Next.js admin panel, and a feature-rich React Native mobile app. The core innovation is a relational configuration engine that controls platform features, usage limits, and tier-based permissions dynamically without code changes.

The challenge

Many social apps struggle with rigid monetization models and administrative overhead. We needed a system that offered extreme flexibility—allowing admins to toggle features (like Rewind, Super Like, or AI Assist) and adjust usage quotas (swipes, storage) per user tier in real-time, while maintaining sub-50ms API response times.

How I approached it

  • Interceptive Middleware: Developed a high-performance "FeatureGate" service in Express that intercepts every request to validate permissions and quotas via Redis-cached tier configurations.
  • Data-Driven Architecture: Designed a complex PostgreSQL schema using ULIDs for scalability, handling everything from geofenced matching to multi-currency IAP transactions.
  • Real-time Engine: Wired up Socket.IO with Redis adapter for horizontal scaling, powering instant messaging, typing indicators, and live match notifications.
  • Admin Backoffice: Built an 18-module administrative dashboard in Next.js 16 with real-time analytics, content moderation workflows, and a granular RBAC system for staff.

/ OUTCOME

What it did in the world

Zero-Config Monetization

Admins can create new subscription tiers and gate features immediately via the dashboard without any backend redeployments.

High-Fidelity UI

Delivered a premium glassmorphic experience on mobile and web using Framer Motion and NativeWind for consistent brand identity.

Enterprise Moderation

Implemented automated keyword filtering and a human-in-the-loop report center that reduced moderation response time by 70%.

Scalable Foundations

Architecture supports multi-region deployment and high-concurrency event handling (Matching waves, Push blasts).

/ STACK

Built with

MOBILE

  • Expo / React Native
  • Reanimated 4
  • TanStack Query
  • Zustand
  • NativeWind

BACKEND

  • Node.js (Express 5)
  • Prisma 6 / PostgreSQL
  • Redis
  • Socket.IO
  • Cloudinary

ADMIN PANEL

  • Next.js 16 (App Router)
  • React 19
  • Framer Motion
  • Shadcn/UI
  • Recharts