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Flock

A swipe and match social media app to meet people with similar literature interests with you.

Flock

Flock

A social reading platform that connects like-minded readers through shared books, intelligent matching, and AI-powered recommendations.

What is Flock?

Social Reading

Flock blends social media mechanics with literature discovery, allowing users to connect, chat, and grow through shared reading experiences.

Swipe & Match

Users discover other readers using a swipe-based matching system, similar to modern social apps, focused entirely on literary affinity.

AI-Driven Discovery

Every match unlocks curated reading recommendations generated specifically for both users.

Core Features

User Profiles

  • Custom avatar as profile picture
  • Personal reading history
  • Favorite books selection
  • Preferred literature genres

Matching System

  • Swipe to like or skip users
  • Match based on shared interests
  • Instant chat unlock on match

AI Recommendations

  • Generated on each successful match
  • Based on common favorite books
  • Suggests books neither user has read
  • Encourages shared reading experiences

Community Section

  • Post opinions and reviews
  • Comment on other users’ posts
  • Engage in book-centered discussions

Technical Solution

iOS Frontend

The client application is a fully native iOS app written in Swift, ensuring high performance, smooth animations, and a seamless swipe-based user experience.

Serverless Architecture

The backend is built using a serverless architecture on AWS, orchestrated with Lambda functions to handle matching, recommendations, and chat initialization.

AI-Powered Matching

When two users match, a Lambda function calls the OpenAI API to analyze both users’ common favorite books and generate a fresh list of recommended reads.

Scalable & Cost-Efficient

The serverless approach allows the platform to scale automatically with user growth while keeping infrastructure costs optimized.

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