Personality-Based Matrimony App

I need a complete matrimony application that runs smoothly on both iOS and Android. The core of the product is a matchmaking engine built around personality tests and compatibility scoring. After users complete an in-app questionnaire, the algorithm should calculate a compatibility percentage, rank potential matches, and refresh recommendations as answers are updated.

While the personality-driven engine is my top priority, the codebase should stay modular so that standard modules such as user profiles or real-time messaging can be plugged in later with minimal rework. Clean, well-commented code and a lightweight back-end (Firebase, Supabase, or any scalable alternative you are comfortable with) will help me manage growth.

Deliverables
• Native or cross-platform builds for iOS and Android
• Fully functional personality & compatibility algorithm with sample questions populated
• Admin dashboard to edit questions, weightings, and view match statistics
• Technical documentation and hand-over of all source files

Acceptance criteria
1. A test pair of users with contrasting answers must generate noticeably different match scores.
2. App must pass App Store and Google Play review guidelines for data privacy and user consent.
3. Repository runs locally with a single command and deploys to production without errors.