Machine Learning Based Matchmaking CMS Platform
To automate the whole process of collecting the profiles to matching them and scheduling the dates with automated reminders.
Our client ran an offline business scheduling blind dates between people of various backgrounds and profiles. The goal was to automate the whole process — collecting profiles, matching them, scheduling dates, and sending automated reminders — so the business could run with minimal human intervention.
Matching two people for a blind date isn’t trivial. You need to weigh a range of preferences and attributes across both profiles. That’s exactly the problem this Machine Learning based platform was built to solve. When the matching logic runs itself, a business owner can focus on growth rather than logistics.
Let’s see it in action, shall we?
This ML-based matchmaking platform captures profiles and automates the matching process.
Profile collection starts at the registration page, which walks each person through a series of questions to build a detailed picture of who they are. All profiles are gathered in a structured order, reducing misunderstandings later, with a clean UX throughout. The backend admin panel is where those profiles are stored and managed.
Matching is driven entirely by a Machine Learning algorithm that weighs profile preferences and attributes — no manual input needed. This gives users confidence that compatibility results are consistent and unbiased.
Booking multiple dates at once is straightforward. The calendar view prevents scheduling conflicts, so there’s no risk of overlapping dates.
Once a date is confirmed, automatic emails go out to both users with full details and options to manage their appointment directly from the message.
