Build AI Video Editing Android App

I want to launch a polished, AI-powered video editor for Android that can take raw clips and, with one tap, turn them into TikTok, Instagram Reels or YouTube Shorts. The goal is an experience so quick and beginner-friendly that casual users feel like pros, yet powerful enough that creators can rely on it every day.

Core deliverables
• AI-driven automatic video editing (cut detection, highlight selection, pacing)
• One-tap Shorts/Reels generator with platform-specific aspect ratios
• Auto-captions and animated subtitles in multiple fonts and styles
• Voice and audio enhancement that removes silence and filler words
• Template library with AI-suggested effects, transitions and color looks
• In-app subscription system (monthly / yearly) with Google Play Billing
• Cloud or on-device processing pipeline using FFmpeg, MediaCodec, TensorFlow Lite (or a stack you recommend)
• Admin dashboard for user management, usage analytics and churn reporting

I’m looking for someone who has already solved similar challenges—ideally you have shipped Android apps that mix FFmpeg with custom ML models, manage subscriptions securely, and handle video workloads at scale.

When you reply, please include:
1. Links to live apps, demo APKs or GitHub repos that showcase your AI video work
2. A brief outline of the architecture you would choose for this project
3. Rough cost estimate broken into logical milestones
4. Realistic timeline from prototype to Play-Store-ready release

If you can hit the ground running and guide the technical direction while keeping the interface lightning-fast for end users, let’s talk.