AI Feature Integration
LLM-powered features built into mobile apps — generation, translation and assistance that ships.
I have shipped AI features to production twice: AI Quiz Generator turns any topic into an explained quiz, and Prolap translates emotionally-loaded posts between languages while preserving slang and tone.
That experience covers the parts that are actually hard — prompt design that survives real user input, cost control, latency, graceful failure when the model is unavailable, and keeping API keys off the device.
What you get
- LLM API integration into Flutter or Android apps
- Prompt design and output validation for untrusted user input
- Streaming responses and loading-state UX
- Token cost control and rate limiting
- Secure key handling through a backend proxy, never in the client
Proof this isn't theory: I've published 12 apps to Google Play with 120,000+ downloads. Look through them — the same decisions I'd make on your project are already running in production there.
Other things I do
Flutter App Development
Cross-platform Android and iOS apps from a single Flutter codebase — the stack I use for my own published apps.
Android App Development
Native Android work in Java and Kotlin — including rescuing and modernising older codebases.
Firebase & Backend Integration
Auth, Firestore, Cloud Functions, push notifications and analytics wired into your app properly.
Need ai feature integration?
Send me the details and I'll come back with scope, timeline and a fixed price for the first milestone.