Problem
Creators and marketing teams spend hours watching videos and manually repurposing content.
Solution
An AI workflow extracts media, analyses transcripts, estimates performance signals, and generates structured content assets.
Syed's Role
AI workflow design, content automation, reliability handling
Highlights
Media extraction from 50+ platforms
Transcript understanding
Viral potential estimation
Blog draft generation
Social media threads
Retry logic and fault tolerance
Tech Stack
PythonStreamlityt-dlpAnthropic Claude APIpython-dotenvrequestswatchdogtenacity
Live Streamlit apps may wake on open depending on host sleep state.