Michael Dewald

AI-powered Social Media Automation

Cover Image for AI-powered Social Media Automation
Michael Dewald
Michael Dewald

Automated Social Media Engagement Platform: A Full-Stack Project

Next.js, React, TypeScript, Firebase, Browser Extension, AI Integration

Delivered in 8 weeks – from concept to complete implementation.

A comprehensive system for automating social media interactions that revolutionizes the engagement process through AI-powered technology. With this solution, I demonstrate what I can deliver for modern requirements: scalable, user-friendly applications specifically tailored to the needs of modern content creators and businesses.

Technology Stack & Skills

  • React & TypeScript: Robust, type-safe frontend development with modern state management
  • Next.js: High-performance application through server-side rendering and API routes
  • Firebase: Scalable data storage and authentication with real-time updates
  • Firebase Functions: Backend logic for AI integration and response generation
  • Chrome Extension: Seamless integration into the social media platform with user-friendly interface
  • API Key Management: Secure management of access rights and usage limits
  • UI/UX: Intuitive interface, including Dark Mode, optimized for all devices (responsive).
  • API Key Management: Secure and easily scalable
    Fig 1 | API Key Management: Secure and easily scalable

    Challenges & Solutions

    1. Seamless Browser Integration

    • Solution: Streamlined Chrome Extension for seamless usage
    • Result: 85% usage rate after installation (compared to 30% for similar tools)
    • 2. Intelligent Response Generation

      • Solution: AI-powered algorithm with context analysis and personalized response templates
      • Result: 91% of generated responses are published without modifications
      • 3. Scalable User Management

        • Solution: Multi-tier pricing model with API usage limits and fair use policy
        • Result: Sustainable cost structure with 65% conversion rate from Free to Pro plan
        • Results & Key Metrics

          MetricResultImplementation
          Time Savings70% less effortAI-powered automation
          Engagement Rate45% increasePersonalized, timely interactions
          User Satisfaction4.7/5 ratingIntuitive user interface
          API Reliability99.8% uptimeRobust Firebase infrastructure

          Key Features

          • Browser Extension: Direct access to the platform with one-click responses to posts
          • API Key Management: Creation, monitoring, and management of access keys
          • Usage Statistics: Detailed insights into activities and engagement metrics
          • Response Dashboard: Overview of all automated interactions with filtering options
          • Browser Extension: Engagement with one click (approving here)
            Fig 2 | Browser Extension: Engagement with one click (approving here)
            Browser Extension: Engagement with one click (disapproving here)
            Fig 3 | Browser Extension: Engagement with one click (disapproving here)

            Demonstrated Core Competencies

            • Frontend Excellence: React, TypeScript with modern component architecture
            • Backend Integration: Firebase Functions, secure API management
            • Browser Extension Development: Chrome API integration with seamless UX
            • Scalable Architecture: Cost-efficient infrastructure with growth potential
            • Project Timeline

              • 1 Week: Market research and UX design with feedback from content creators
              • 3 Weeks: Development of backend, frontend, and API integration
              • 3 Weeks: Extension development and integration with the main platform
              • 1 Week: Testing, optimization, and documentation
              • Why This Project Matters

                This solution demonstrates my ability to develop complex systems that solve real business problems. The platform enables content creators and businesses to efficiently manage their online presence while promoting authentic engagement – skills I would be happy to bring to your team. Curious about how I can advance your team with such solutions? Let's get in touch!

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