Online Dating App
About Online Dating App
Infylo developed an intelligent app that helping users to find perfect dating partners via a Python-based recommendation engine. To make this search for perfection easier, the customer came up with an idea of an intelligent dating application that would identify matching user profiles by calculating the probability that two users would like each other based on a range of explicit and implicit features. The system was to provide recommendations together with the matching probability.
Key Challenges
- The customer has chosen Infylo as a trusted AI/ML services vendor to deliver the intelligent mobile solution for iOS enhanced with an advanced recommendation system in Python.
- The app was to create a unique user experience making it easy to search for attractive people nearby.
- It was also to help people get in touch and communicate with each other in a convenient and pleasant manner.
Proposition & Solution
Infylo delivered an iOS app that allows the user to find potential friends and dates in the neighborhood. The app’s functionality has the following key features:
- Recommendation system.
- Intelligent matching algorithm.
- Advanced location-based search.
- Chat with rich communication features.
- Highly intuitive UI.
Results & Benefits
The customer successfully uploaded the app. Welcomed by users, very soon the app earned the rating of 4.6 stars.
- The solution provides iPhone & android owners with automatic search for other users of this dating network application and recommends best matches based on the user’s explicit and implicit preferences.
- The recommendation system notifies the user if someone whom they might like is found nearby and shows the matching probability.
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Technologies
Python, Apache Spark, Nginx, Flax, PostgreSQL, Google location services API, Android & iOS
