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LYLU AI Diary
Voice-First Diary with AI Transcription & Sentiment Analysis
The Problem
Journaling is powerful for mental health, but typing on a phone creates friction. Voice removes that barrier — but raw audio isn't searchable or analyzable.
The Solution
Built a native mobile app where users speak their thoughts. Audio is transcribed via Whisper, sentiment is analyzed via Hugging Face, and entries appear in a calendar view with mood tracking. Monetized with subscriptions and rewarded ads.
Preview
Technical Highlights
- Shipped to both Apple App Store and Google Play — a real product, not just a repo
- 3-service architecture: React Native app → Express 5 backend → FastAPI Whisper service
- RevenueCat subscription management + AdMob with Pro/Free tier quota system
- Google Play Integrity + iOS App Attest for app authenticity verification
- Hugging Face sentiment analysis with daily mood aggregation
- Full production deployment: AWS EC2, PM2, Nginx, Let's Encrypt SSL, MongoDB Atlas
Tech Stack
Mobile
Expo 53React Native 0.79React 19React Navigation 7
Backend
Express 5MongoDB/MongooseJWTFFmpeg
AI
Whisper (Hugging Face)Sentiment AnalysisFastAPI
Monetization
RevenueCatAdMobPro/Free Tiers
Deploy
AWS EC2PM2NginxEAS Builds
Key Numbers
2 App Stores3 independent services9 MongoDB modelsFull monetization pipeline


