Matchmaking and alliance platform
Matchmaking and alliance platform
We designed and developed a full-stack matchmaking and alliance platform that helps users discover suitable matches, manage subscriptions, and complete payments across web and mobile applications.
The platform includes a consumer-facing web application, a dedicated admin portal, and a mobile application powered by a shared Laravel backend. Vue.js and Inertia.js were used for the web experience, while the admin portal was built with Bootstrap for operational management.
OpenSearch powered intelligent profile discovery and matchmaking. Razorpay handled subscription payments, while New Relic APM, Bugsnag, and Slack provided real-time monitoring, error tracking, and operational visibility across the platform.
2024 - 2026
Web and mobile application
Matrimony platform
faster platform response and user experience
accurate profile matching and search results
reduction in AWS infrastructure expenses
Key challenges and how we solved them
What was the client’s key challenge
Test coverage achieved
99%
Application-wide code coverage achieved through test-driven development practices and continuous quality assurance from the start of the project.
What was our approach
We implemented OpenSearch to power intelligent profile discovery and matchmaking queries, supported by a dedicated syncing mechanism that continuously kept MySQL and OpenSearch data aligned for accurate search results.
The platform was built using a monolithic Laravel architecture with a Service Pattern approach to keep business logic maintainable, scalable, and testable. New Relic APM, Bugsnag, and Slack integrations provided real-time monitoring, error tracking, and operational visibility across the platform.
Key functionalities delivered in the project
01
User-facing web application
Users can register, create profiles, discover suitable matches through OpenSearch-powered filtering, and manage subscription plans and payments through a fast Vue.js and Inertia.js experience backed by Laravel.
02
Admin portal (Data control panel)
The admin portal enables operational teams to manage registrations, profiles, subscriptions, matchmaking workflows, dashboards, reporting, and platform-wide notifications through a centralized Bootstrap-based management interface.
03
Mobile application
The mobile application uses the same backend APIs as the web platform, ensuring consistent matchmaking, profile management, subscription, and payment experiences across devices without maintaining a separate backend system.
04
Search infrastructure
OpenSearch powers intelligent profile discovery and matchmaking across the platform, supported by a dedicated syncing mechanism that continuously keeps MySQL records and search indexes aligned in real time.
05
Monitoring and logging
New Relic APM, Bugsnag, and Slack were integrated to provide real-time performance monitoring, error tracking, and operational alerts, enabling faster issue detection and proactive platform maintenance.
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Technologies and capabilities to build and scale
Technology stack
Services offered
Frontend development
Built responsive matchmaking experiences using Vue.js and Inertia.js.
Backend development
Developed scalable Laravel backend with shared business logic.
Mobile API development
Delivered APIs supporting seamless cross-platform mobile application experiences.
Search infrastructure
Implemented OpenSearch for accurate and high-performance profile discovery.
Integrations
Integrated payments, monitoring, logging, and real-time operational alerts.
Testing and quality assurance
Achieved high code coverage through continuous testing and QA practices.
How we approached and executed the project
We mapped workflows, user journeys, backend processes, and operational requirements across web, admin, and mobile platforms before finalizing the monolithic architecture and Service Pattern approach.
Designed a scalable MySQL schema supporting profile management, subscriptions, permissions, and search synchronization requirements across operational and consumer-facing modules.
Built a shared Laravel backend and API layer powering web, admin, and mobile applications with centralized business logic and maintainable architecture patterns.
Developed a Bootstrap-based operational portal with role-based permissions, registration management, subscription controls, reporting, and profile matchmaking workflows.
Created a Vue.js and Inertia.js frontend enabling profile creation, intelligent search, subscription management, and seamless user interactions across the platform.
Implemented OpenSearch indexing and automated syncing mechanisms to maintain accurate, real-time profile discovery and preference-based matchmaking results.
Integrated Razorpay for subscription-based payments with secure transaction handling and feature access management based on active plans.
Configured New Relic APM, Bugsnag, and Slack integrations for real-time monitoring, error tracking, transaction visibility, and operational alerting.
Implemented continuous testing practices and achieved approximately 99% code coverage through maintainable architecture and independently testable business logic.
Deployed the application as a unified platform with monitoring, logging, and operational visibility enabled from the initial production release.
Designed around distinct user roles and their pain points
Consumer
Core need
Find compatible alliance matches quickly and accurately.
Biggest pain
Irrelevant profiles reduce matchmaking efficiency and experience.
High engagement, web + mobile
Admin
Core need
Manage users, subscriptions, and operational platform workflows centrally.
Biggest pain
Fragmented tools slow approvals and profile management processes.
Full access, operational control
Staff
Core need
Access assigned modules without unnecessary platform exposure.
Biggest pain
Permission limitations create dependency on administrators for tasks.
What impact did team Mallow deliver?
- Built a scalable matchmaking platform across web, admin, and mobile applications
- Delivered faster and more seamless profile discovery experiences for users
- Improved matchmaking accuracy through intelligent OpenSearch-based search capabilities
- Reduced infrastructure costs through backend optimization and efficient resource utilization
- Enabled centralized management for registrations, subscriptions, and profile workflows
- Maintained real-time synchronization between application data and search indexes
- Integrated secure subscription payments with controlled feature-based access
- Established proactive monitoring, logging, and operational alerting across the platform
- Achieved strong application reliability through continuous testing and quality assurance
- Simplified maintenance and scalability using a unified backend architecture
Explore more on what really goes into shaping our client's successful outcomes?
No two journeys here follow the same path. Each story captures a different starting point, set of constraints, and path to execution. As you explore our portfolio, you’ll see how priorities shifted, what trade-offs were made, and how decisions evolved in response to real-world challenges. It gives you a more complete view of what actually shapes outcomes, beyond just what gets built.
