FindABohra – AI-Powered Dating App with Intelligent Matchmaking

Project Overview

FindABohra is a community-driven business directory and networking platform designed to connect individuals, entrepreneurs, and businesses within a trusted ecosystem. Built to strengthen community connections, the platform enables users to discover verified businesses, promote services, and build meaningful professional relationships.

👉 A community that connects, supports, and grows together.

In many communities, people prefer to engage with trusted businesses within their network — but finding reliable connections can be difficult without a structured platform. FindABohra solves this by creating a centralized digital space where users can explore businesses, connect with professionals, and support community-driven commerce.

The platform brings together business listings, networking opportunities, and user engagement into one seamless experience — ensuring trust, visibility, and growth for all members.

👉 Not just a directory — a trusted community ecosystem.

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Technology Side

  • Frontend: Flutter (iOS, Android, Tablet, iPad)

  • Backend: Node.js + Express

  • Database: MongoDB

  • Media: AWS S3 + CloudFront

  • AI: Custom ML + third-party APIs for moderation
  • Notifications: Firebase Cloud Messaging + AWS SES

90

Days Project

About

FindABohra was designed as a next-generation dating app where user safety and intelligent matchmaking work hand-in-hand. AI algorithms verify media in real time, ensuring inappropriate content is flagged instantly. The platform balances security with engagement by offering swiping, boosts, advanced filters, and subscription-based upgrades. Its modular matching engine enables fast scalability as user numbers grow, while AWS infrastructure ensures reliable performance and optimized costs. By prioritizing both trust and user experience, FindABohra creates an environment where meaningful connections thrive. The app showcases how advanced AI moderation, thoughtful design, and scalable technology can transform dating platforms into safe, intelligent, and globally scalable ecosystems.

Core Features

  • Verified business listings within the community
  • Advanced search and category-based filtering
  • User profiles for networking and connections
  • Business promotion and visibility tools
  • Review and rating system for trust building
  • Direct communication between users and businesses

User Safety & Moderation

  • AI-powered photo moderation detecting nudity, offensive gestures, and inappropriate visuals in real-time

  • AI-moderated chat with NLP-based profanity filters and NSFW image detection

  • Multi-layered content verification (client-side checks, backend AI, and admin review) for maximum trust

Intelligent Matchmaking

  • Smart matching engine blending swipe mechanics, personality analysis, preferences, and behavior patterns
  • Subscription tiers offering unlimited swipes, boosts, advanced filters, and priority matches
  • Instant notifications via push and email for matches, messages, and likes

Seamless Cross-Device Performance

  • Single Flutter codebase delivering native-like speed and UI across iOS, Android, tablets, and iPads

Engineering Challenges & Solutions

  • Real-Time Moderation: Developed scalable middleware combining image classification and NLP moderation with sub-500ms response time
  • Scalable Matching Logic: Designed modular matchmaking engine leveraging MongoDB aggregations and AI-based scoring for high concurrency
  • User Trust & Safety: Implemented multi-layered AI + admin moderation workflows ensuring a secure community
  • Cloud Cost Optimization: Media offloaded to S3 + CloudFront, moderation tasks scaled via Lambda microservices, and auto-scaling EC2 clusters

Roles & Responsibilities

  • Designed full-stack community platform architecture
  • Built business directory and listing management system
  • Developed user networking and profile features
  • Implemented search and filtering for better discovery
  • Created trust-based review and rating system
  • Optimized platform for scalability and user engagement

 

Results & Impact

  • Strengthened community-based business connections
  • Increased visibility for local entrepreneurs and services
  • Improved trust through verified listings and reviews
  • Enhanced user engagement with networking features
  • Enabled growth of community-driven commerce
  • Positioned the platform as a scalable community marketplace

 

KEY FEATURES

  • Community-focused business directory platform
  • Verified listings with trust and credibility system
  • Networking and connection-building features
  • Advanced search and filtering system
  • Scalable and secure architecture
  • Built for communities, entrepreneurs, and local businesses

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Still Have Questions?

Discover how we can deliver similar results for your business.

It is a platform where users can discover, connect with, and engage with businesses within a specific community or network.

Businesses create listings, users search and filter services, and the platform enables communication and engagement between them.

Key features include verified listings, search filters, user profiles, reviews, and communication tools.

Typically 4–8 weeks depending on features, scalability, and customization requirements.

Customer feedback

What they are talking about Aprodence?

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We wanted a secure, AI-driven dating app for our community, and Aprodence delivered beyond expectations. The AI moderation and smart matchmaking engine are game-changers. The app is safe, modern, and highly scalable.

Ahmed N

Co-Founder

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