Dating Web App
Client: Soulmate
A real-time dating application enabling users to discover profiles, establish mutual matches, and engage in seamless conversations–all powe…

What we set out to build and why it mattered to Soulmate.
A real-time dating application enabling users to discover profiles, establish mutual matches, and engage in seamless conversations–all powered by live updates that create an immersive and responsive experience.
Constraints, risks and the problem we had to solve first.
One of the core challenges was managing state consistently across a complex stack where user interactions–such as sending a message or receiving a match–demand immediate reflection without sacrificing data integrity. We solved this by architecting a WebSocket-driven communication layer that delivers messages and match notifications in real time while simultaneously persisting them to PostgreSQL, ensuring that every interaction is both instantly visible in the UI and durably stored for conversation history and reliability. Beyond real-time messaging, We tackled the complexity of payment processing for premium features–such as enhanced visibility and unlimited swipes–by implementing idempotent logic within the Stripe integration. This ensured that even in scenarios involving network retries or accidental double-taps, duplicate charges were systematically prevented without compromising user experience or payment success rates. Security and real-time synchronization emerged as the defining challenges of the platform. We addressed these by establishing a robust event-driven architecture where state changes–whether a new match, an incoming message, or a premium feature unlock–propagate instantly across the system while maintaining strict authorization checks at every layer.
How we delivered.
- 01
We solved this by architecting a WebSocket-driven communication layer that delivers messages and match notifications in real time while simultaneously persisting them to PostgreSQL, ensuring that every interaction is both instantly visible in the UI and durably stored for conversation history and reliability. Beyond real-time messaging,
- 02
We tackled the complexity of payment processing for premium features–such as enhanced visibility and unlimited swipes–by implementing idempotent logic within the Stripe integration. This ensured that even in scenarios involving network retries or accidental double-taps, duplicate charges were systematically prevented without compromising user experience or payment success rates. Security and real-time synchronization emerged as the defining challenges of the platform.
- 03
We addressed these by establishing a robust event-driven architecture where state changes–whether a new match, an incoming message, or a premium feature unlock–propagate instantly across the system while maintaining strict authorization checks at every layer.
Languages, runtimes and platforms used to ship this engagement.
“Under the hood, the platform leverages WebSockets for low-latency bidirectional communication, PostgreSQL for reliable data persistence with transaction guarantees, Stripe API with idempotency keys for secure payment processing, and a thoughtfully synchronized state management layer that bridges real-time events with persistent storage to deliver a cohesive, lag-free user experience that feels instant and trustworthy.”
Screens & deliverables.






The full story.
A real-time dating application enabling users to discover profiles, establish mutual matches, and engage in seamless conversations–all powered by live updates that create an immersive and responsive experience.
One of the core challenges was managing state consistently across a complex stack where user interactions–such as sending a message or receiving a match–demand immediate reflection without sacrificing data integrity. We solved this by architecting a WebSocket-driven communication layer that delivers messages and match notifications in real time while simultaneously persisting them to PostgreSQL, ensuring that every interaction is both instantly visible in the UI and durably stored for conversation history and reliability.
Beyond real-time messaging, We tackled the complexity of payment processing for premium features–such as enhanced visibility and unlimited swipes–by implementing idempotent logic within the Stripe integration. This ensured that even in scenarios involving network retries or accidental double-taps, duplicate charges were systematically prevented without compromising user experience or payment success rates.
Security and real-time synchronization emerged as the defining challenges of the platform. We addressed these by establishing a robust event-driven architecture where state changes–whether a new match, an incoming message, or a premium feature unlock–propagate instantly across the system while maintaining strict authorization checks at every layer.
Under the hood, the platform leverages WebSockets for low-latency bidirectional communication, PostgreSQL for reliable data persistence with transaction guarantees, Stripe API with idempotency keys for secure payment processing, and a thoughtfully synchronized state management layer that bridges real-time events with persistent storage to deliver a cohesive, lag-free user experience that feels instant and trustworthy.
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