Case study — AI Video Tooling

Smile Video Studio

Client Smile Video Studio Industry AI Video Tooling Service Open Source Sep 2026

The challenge

AI-generated videos are impressive but rarely feel produced. Creators needed an end-to-end studio that could take an idea and return a structured, voiced, footage-matched video.

Our strategy

Smile Video Studio pairs a Python backend with Gemini AI to write scripts, a footage matcher to select stock clips, and an Android/web front-end to review and export.

Implementation

AI-powered video production studio — web + Android app. Generate scripts with Gemini AI, match stock footage, add voice.

The results

Open-sourced on GitHub with script generation, footage matching and voice output working end to end.

Monthly pageviewsresults · 6 months

+63 results · 6 months

Measured client outcome over the engagement.

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