Flutter for ML Engineers - Build Model-Driven Apps - Hungrimind

For ML engineers building mobile apps

Deploy models. Ship apps.

Your model needs a production frontend. Flutter gives you iOS and Android from one codebase. Learn the app architecture that connects your API to real users.

API integration patterns

Connect your model API to a Flutter frontend with proper state management. Handle loading, errors, and real-time updates.

Cross-platform from day one

One Flutter codebase builds for iOS, Android, and web. Your model reaches every user without maintaining three apps.

Production architecture

MVVM architecture separates your UI from your data layer. The same separation of concerns you apply to model pipelines, applied to apps.

Dart + Flutter + SOLID + DRY

From model API to production mobile app.

Write code from lesson one

Every lesson is an exercise you solve in your browser. Real code, real tests, real feedback.

Write a greeting function
main.ts
function greet(name: string) {
return `Hello, ${name}!`
}

Structured progression

Each concept builds on the last. You always know what to learn next.

Multiple exercise types

Quizzes, fill-in-the-blank, matching, and code keep every lesson engaging.

Instant feedback

Submit your answer and see test results in milliseconds.

Learn by doing

Solve exercises in your browser from the first lesson.

Join over 5,000 learners

Explore our courses

Pick a course and solve your first exercise.

Dart Course

An interactive Dart course where you code, test, and build apps directly in your browser.

Flutter Course

An interactive Flutter course where you code, test, and build apps directly in your browser.

S.O.L.I.D. Course

Learn the principles of how software should be structured, so you can guide AI to build better systems.

D.R.Y. Course

Learn to identify and eliminate code duplication, making your codebase cleaner and easier to maintain.

System Design Course

Learn how APIs, databases, caching, and load balancing fit together to build scalable systems.

Interactive courses

Every lesson is an exercise with instant feedback.

Your model deserves a real app.

Interactive courses that teach mobile architecture through exercises.