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Social Media Automation

Fully Autonomous Video Generation and Posting Across Multiple Platforms

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Fully Autonomous

From video ideation to posting, including generation, without human intervention

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Multi-Platform

YouTube, Instagram & TikTok content generation and scheduling

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Monetization Goal

Testing multiple profiles for passive income potential

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Focus here is functionality, not coding practices.

These projects were built over a year ago with the sole purpose of solving real business problems efficiently. They demonstrate my ability to identify repetitive tasks and automate them effectively. The goal was not to create a perfect project, but a fast solution. Do not evaluate my coding standards or practices based on them.

I developed a Python-based automation bot that generates and posts influencer-style videos on platforms like YouTube and TikTok. By leveraging my own voice for narration, the bot autonomously creates and schedules content across multiple influencer profiles, aiming for monetization. This approach lets me test different profiles until one achieves passive income potential.

🏗️ System Architecture Overview

This comprehensive diagram illustrates the full automation pipeline that transforms ideas into published content across multiple social media platforms with minimal human intervention. The pipeline works automatically and does all the following steps on its own, being able to generate an infinite amount of videos, and post them on multiple platforms

It can create videos for as many influencers of as many different topics as you want. Videos can either be supervised (with manual review) or fully autonomous (no human intervention)

graph TB %% User Interface Layer - Top Level UI[User Interface] %% Second Level - Main Systems subgraph "Influencer Management System" IM[Influencer Manager] IF1[Influencer #1] IF2[Influencer #2] IF3[Influencer #3] end subgraph "AI Content Generation Engine" LLM[LLM Integration<br/>OpenAI GPT Models] SG[Script Generator<br/>Social Media Optimized] TG[Topic Generator<br/>LLM Generates Video Idea] DG[Description Generator<br/>SEO Optimized] SV[State 1:<br/>Scripted Video] end subgraph "Media Processing Pipeline" IG[Image Acquisition<br/>Pexels API Integration] VE[Video Editor Center] AR[Audio Recorder<br/>Ai Replica of My Voice] AE[Audio Editor<br/>Music and Effects] SB[Subtitle Generator] TH[Thumbnail Creator] VP[Video Production] FV[State 2:<br/>Finished Video] end %% Third Level - Quality and Distribution subgraph "Quality Assurance" QC[Quality Control<br/>Manual/Automated Review] AP[Approval System<br/>Workflow Management] RE[If mistakes in the video<br/>Re-editing Engine<br/>Automated Fixes] AP2[State 3:<br/>Approved Videos] end subgraph "Multi-Platform Distribution" POST[Posting Center] YT[YouTube] IG_DIST[Instagram Reels] TT[TikTok] SC[Scheduling System] TM[If API ERROR:<br/>Telegram Alerts] ENDV[State 4:<br/>Published Content] end %% Flow Connections UI --> IM IM --> IF1 IM --> IF2 IM --> IF3 IF1 --> LLM IF2 --> LLM IF3 --> LLM LLM --> SG LLM --> TG LLM --> DG DG --> SV SG --> SV SV --> VE TG --> DG TG --> SG VE --> IG VE --> AR AR --> AE AE --> SB VE --> TH AR --> VP AE --> VP SB --> VP IG --> VP VP --> FV TH --> FV FV --> QC QC --> AP AP --> RE RE --> QC AP --> AP2 AP2 --> POST POST --> YT POST --> IG_DIST POST --> TT YT --> SC IG_DIST --> SC TT --> SC SC --> TM TM --> SC SC --> ENDV %% Styling classDef uiClass fill:#e1f5fe,stroke:#01579b,stroke-width:3px classDef aiClass fill:#f3e5f5,stroke:#4a148c,stroke-width:2px classDef mediaClass fill:#e8f5e8,stroke:#1b5e20,stroke-width:2px classDef qaClass fill:#fff3e0,stroke:#e65100,stroke-width:2px classDef distClass fill:#fce4ec,stroke:#880e4f,stroke-width:2px classDef stateClass fill:#ffebee,stroke:#d32f2f,stroke-width:3px class UI uiClass class IM,IF1,IF2,IF3,VC uiClass class LLM,SG,TG,DG aiClass class IG,VE,VP,AR,AE,SB,TH mediaClass class QC,AP,RE qaClass class YT,IG_DIST,TT,SC,TM,POST distClass class SV,FV,AP2,ENDV stateClass
🚀 Key Features
  • • Mass production capabilities
  • • Multi-platform distribution
  • • AI-powered content generation
  • • Quality assurance workflows
⚡ Business Value
  • • Almost full automation rate
  • • Scalable to multiple influencers
  • • Reduced time to market
  • • Consistent content quality

See the social media automation bot in action - from content generation to autonomous posting.

⚙️ Technical Features

The system is fully autonomous, handling everything from video ideation to production and posting. It organizes content folders, schedules uploads, and manages diverse profiles. I receive Telegram alerts if any issues arise, allowing me to monitor the process remotely. The project demonstrates my skills in both Python development and automation, blending AI-powered productivity with efficient social media management.

💡 Philosophy & Innovation

This bot represents my ambition to harness Python and AI APIs for productivity gains. Inspired by Taleb's "Black Swan" theory, I aim to maximize exposure to exponential growth opportunities, moving beyond conventional expectations. This project showcases my ability to build robust Python applications that tackle real-world challenges in innovative ways.

📂 GitHub Repository: View on GitHub →