Build Custom AI Video Editor

I want to develop an AI-driven application that takes raw footage and turns it into polished video with minimal manual input. The core idea is to streamline everyday editing tasks—cutting, trimming, colour matching, basic motion graphics—through machine-learning models so I can focus on creative direction instead of button-pushing.

Because the exact feature mix is still open, I’m especially interested in solutions that can easily expand to cover automatic scene detection, audio clean-up and smart title/text overlays as the project grows. Feel free to propose a framework you know well—whether that’s Python with OpenCV, a TensorFlow or PyTorch model, or an integration on top of Adobe’s SDK—so long as the final result runs on Windows and outputs standard formats (MP4, MOV).

Deliverables I expect at this stage:
• A working prototype capable of ingesting at least one sample video, applying AI-powered edits, and exporting a finished file
• Source code with clear comments and setup instructions
• A brief walk-through (video or live demo) that shows how the AI logic is triggered and how to tweak parameters

I’ll test by dropping in a new clip and checking that the tool finishes without errors and delivers a coherent, correctly encoded output. If that pilot goes smoothly, we’ll expand the scope together.