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06 · Industry

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.

Patterns we apply
  1. 01

    Vector matching with pgvector

    Profiles encoded as vectors (preferences, location, behaviour). Matching via similarity search, not slow SQL JOINs.

  2. 02

    AI content moderation

    Automatic pre-filter (NSFW, CSAM, abuse) with ML models. Only what is ambiguous reaches a human moderator.

  3. 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).

  4. 04

    In-app mini-games for engagement

    VibeCheck, RapidFire — short interactions that replace opening a conversation with 'Hi'. Increase first-conversation conversion rate.

Projects shipped in this industry
06

Social & Mobile native

Dating with multi-factor matching, productivity

Dating apps with multi-factor matching algorithms, social/contacts, productivity. Mix of modern Flutter + native iOS (Swift VIPER, legacy Obj-C).
Relevant services
04

Mobile apps (iOS, Android)

Flutter cross-platform or native iOS / Android
11

AI automation

RAG, agents, CRM and support copilots
02

Custom web apps

SaaS, dashboards, client portals

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