Adding an AI feature to an iOS app is easy. Adding one that doesn't bankrupt
you, freeze the UI or leak your API key is the actual job.
I've shipped AI features in production apps: image generation, voice
transcription, real-time translation across DeepL, GPT and Gemini, and
receipt parsing from camera input.
WHAT I BUILD
Streaming responses with async/await — text appears as it generates, no spinner, no frozen screen
Proxy backend so your API key never ships inside the binary (hardcoding it is the single most common mistake I find in audits)
Cost control: token budgeting, response caching, model routing — cheap model first, expensive model only when needed
On-device options where they fit: Speech, Vision, Core ML, Apple Foundation Models — zero API cost, works offline
Graceful failure: rate limits, timeouts and refusals handled as product states, not crashes
TYPICAL FEATURES
Chat or assistant inside your app
Image generation and editing
Voice input, transcription, summarization
Document, receipt or photo understanding
Translation with automatic language detection
I'll also tell you when the AI feature isn't worth building. Sometimes a
$0.03-per-request feature can't survive your pricing, and it's better to
hear that in week one.
Describe the feature. You'll get a scope, a timeline and an estimated
per-user API cost before we start.
Adding an AI feature to an iOS app is easy. Adding one that doesn't bankrupt
you, freeze the UI or leak your API key is the actual job.
I've shipped AI features in production apps: image generation, voice
transcription, real-time translation across DeepL, GPT and Gemini, and
receipt parsing from camera input.
WHAT I BUILD
Streaming responses with async/await — text appears as it generates, no spinner, no frozen screen
Proxy backend so your API key never ships inside the binary (hardcoding it is the single most common mistake I find in audits)
Cost control: token budgeting, response caching, model routing — cheap model first, expensive model only when needed
On-device options where they fit: Speech, Vision, Core ML, Apple Foundation Models — zero API cost, works offline
Graceful failure: rate limits, timeouts and refusals handled as product states, not crashes
TYPICAL FEATURES
Chat or assistant inside your app
Image generation and editing
Voice input, transcription, summarization
Document, receipt or photo understanding
Translation with automatic language detection
I'll also tell you when the AI feature isn't worth building. Sometimes a
$0.03-per-request feature can't survive your pricing, and it's better to
hear that in week one.
Describe the feature. You'll get a scope, a timeline and an estimated
per-user API cost before we start.