Social & Dating
Multi-factor matching, real-time messaging, moderation
Social and dating apps with at-scale matching, real-time messaging, AI moderation and consent flows. A mix of modern Flutter + native iOS where performance requires it.
- 01
Vector matching with pgvector
Profiles encoded as vectors (preferences, location, behaviour). Matching via similarity search, not slow SQL JOINs.
- 02
AI content moderation
Automatic pre-filter (NSFW, CSAM, abuse) with ML models. Only what is ambiguous reaches a human moderator.
- 03
Push via Firebase + APNs
Smart routing (FCM on Android, APNs on iOS), retry on failure, granular opt-in per user (messages vs matches vs marketing).
- 04
In-app mini-games for engagement
VibeCheck, RapidFire — short interactions that replace opening a conversation with 'Hi'. Increase first-conversation conversion rate.
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