An end-to-end system for transforming written articles into polished social media video content
This project demonstrates full-stack development and AI integration skills by automating the entire video production workflow—from script generation to social media publishing.
Published Videos:
- https://www.tiktok.com/@3aukcom
- https://www.youtube.com/@3aukcom/shorts
- https://www.instagram.com/3aukcom/reels/
Overview
Key Features / Workflow Architecture
AI Integration & APIs
- Leveraged multiple AI models (Grok 4, LLMs) for script writing, transcript correction, and prompt engineering
- Integrated Google Text-to-Speech, AssemblyAI, Pexels, and Nano Banana APIs for multimodal content generation
- Implemented human-in-the-loop feedback system for quality control
Video Processing & Automation
- Built automated video pipeline using FFmpeg for audio/video composition, green screen effects, character animations, and subtitle overlays
- Orchestrated multi-step workflow: script → audio → video clips → merged output with synchronized visuals
Data Management
- Designed logging and storage architecture using Airtable/NocoDB and Google Drive
- Managed complex data flows across scripts, videos, transcripts, and image assets
Key Skills: Python, FFmpeg, API Integration, Workflow Automation, AI/LLM Orchestration, Data Pipeline Design, Content Management Systems
Outcome
Website activity increased more than 100% within two months through consistent, high-quality automated content production.
Published Videos:
- https://www.tiktok.com/@3aukcom
- https://www.youtube.com/@3aukcom/shorts
- https://www.instagram.com/3aukcom/reels/
