Flutter UI design GPT project prompts Backend API plan

This platform blends real-world project-based learning with AI mentorship, career guidance, and resume building — making it perfect for students, job seekers, and career switchers.

Core Idea Build an AI-first education app where users choose a domain (Web Dev, App Dev, ML, Game Dev, etc.), and the app:

Suggests real-world projects

Provides AI mentorship & feedback (via GPT)

Tracks learning progress

Builds a smart resume

Key Modules (MVP)

Project Generator User selects domain + level (Beginner to Advanced)

GPT suggests a project title, description, requirements, goals, and roadmap

Saved in Firebase

AI Mentor (GPT-Powered) Chat interface where users can ask questions about their project

AI can give hints, debug errors, suggest improvements

Prompt-based learning (daily tips)

Progress Tracker + XP System Users mark stages complete

XP, badges, ranks based on project complexity

Optional: community leaderboard

Smart Resume Builder Auto-generates resume sections from completed projects

Export as PDF

Optional: Shareable link to portfolio

Gamified Dashboard XP meter, progress per domain

Project streaks

Weekly challenge/quest system

Advanced Features (Future) Alumni Connect (chat, Q&A, mentorship)

Role-specific learning paths (Frontend Dev, AI Engineer, PM, etc.)

GitHub sync for live portfolio

Mock interviews + Resume review

Admin panel to add new paths + track user data

Tech Stack Flutter Frontend Firebase Auth (email, Google)

Firebase Firestore (projects, user progress)

Firebase Storage (resume, assets)

GPT-4 (OpenAI API)

Optional: FastAPI backend for business logic

Firebase Firestore Structure (Sample) markdown Copy Edit /users/{uid}

name, email
selectedDomains: [Web, ML]
xp, level, resumeLink

/projects/{projectId}

userId
title, description
status (not started, in progress, done)
domain, level
createdAt

/mentorshipChats/{chatId}

userId, projectId
messages: [{sender, content, timestamp}] Monetization Options Freemium + Subscription

Free: 2 projects + basic resume

Premium: AI mentor, resume builder, XP rewards, certification

B2B EdTech Model

Partner with colleges or bootcamps for custom portals

Resume Portfolio Add-on

Resume reviewer AI + design templates

MVP Development Plan (4–6 Weeks)

Week Features 1 Domain/project selector, Firebase setup, Firestore models 2 Project generation with GPT, save/load system 3 AI mentor chat + XP tracker 4 Resume builder (PDF export) + smart summary 5 Gamification, dashboard, polishing UI 6 Feedback loop, deployment, onboarding Go-to-Market Strategy Target Tier 2/3 college students, bootcamps, career changers

Partner with influencers in tech education (YouTube, LinkedIn)

Run weekly project challenges & rewards

Launch on Product Hunt or GitHub Education

UI Flow (Flutter Pages) Onboarding → Domain Selection → Project Dashboard

Project Page → AI Mentor → Progress Tracker

Resume Page → Resume Preview/Export

Profile + XP/Leaderboard

GPT Prompt Example (Project Generator) "Suggest a real-world mobile app project for a beginner in Flutter. Include a title, description, features list, and a step-by-step roadmap."

Want me to now generate:

Flutter UI design

GPT prompt list for projects, feedback, resume help

Backend API plan (FastAPI + Firebase hybrid) Let me know which part you want to build next!

Key Features Implemented

Domain Selection Interface

Users can browse and select from various learning domains (Web Dev, Mobile Dev, ML, etc.)
Each domain displays available projects by skill level

Project Generator

AI-powered project suggestion system
Detailed project plans with requirements, roadmaps, and resources
Customizable project parameters

AI Mentor

Chat interface for asking questions about projects
Context-aware responses based on the current project
Learning resources and tips integrated into the interface

Progress Tracking

Dashboard with XP system and learning streaks
Visual progress indicators for projects
Badge system for achievements

Resume Builder

Automatically generated resume from completed projects
Customizable sections and styling
Export options (PDF, Word, HTML)
Shareable public link

Implementation Details

The prototype includes the following pages:

Home Page: Introduction to the platform and domain selection

Domains Page: Browse all available learning domains

Domain Detail Page: View projects within a specific domain

Project Generator: AI-powered project creation tool

AI Mentor: Chat interface for project guidance

Dashboard: Track progress and manage projects

Resume Builder: Generate and customize your resume

The UI is built with a clean, modern design using Tailwind CSS and shadcn/ui components, making it responsive across all device sizes.

Next Steps

To adapt this to your Flutter implementation:

Use this prototype as a reference for UI/UX design

Implement the Firebase backend as outlined in your plan

Integrate the OpenAI API for the AI mentor functionality

Create the Flutter equivalent of these components

Implement the gamification system with XP and badges

This platform blends real-world project-based learning with AI mentorship, career guidance, and resume building — making it perfect for students, job seekers, and career switchers.

Core Idea Build an AI-first education app where users choose a domain (Web Dev, App Dev, ML, Game Dev, etc.), and the app:

Suggests real-world projects

Provides AI mentorship & feedback (via GPT)

Tracks learning progress

Builds a smart resume

Key Modules (MVP)

Project Generator User selects domain + level (Beginner to Advanced)

GPT suggests a project title, description, requirements, goals, and roadmap

Saved in Firebase

AI Mentor (GPT-Powered) Chat interface where users can ask questions about their project

AI can give hints, debug errors, suggest improvements

Prompt-based learning (daily tips)

Progress Tracker + XP System Users mark stages complete

XP, badges, ranks based on project complexity

Optional: community leaderboard

Smart Resume Builder Auto-generates resume sections from completed projects

Export as PDF

Optional: Shareable link to portfolio

Gamified Dashboard XP meter, progress per domain

Project streaks

Weekly challenge/quest system

Advanced Features (Future) Alumni Connect (chat, Q&A, mentorship)

Role-specific learning paths (Frontend Dev, AI Engineer, PM, etc.)

GitHub sync for live portfolio

Mock interviews + Resume review

Admin panel to add new paths + track user data

Tech Stack Flutter Frontend Firebase Auth (email, Google)

Firebase Firestore (projects, user progress)

Firebase Storage (resume, assets)

GPT-4 (OpenAI API)

Optional: FastAPI backend for business logic

Firebase Firestore Structure (Sample) markdown Copy Edit /users/{uid}

name, email
selectedDomains: [Web, ML]
xp, level, resumeLink

/projects/{projectId}

userId
title, description
status (not started, in progress, done)
domain, level
createdAt

/mentorshipChats/{chatId}

userId, projectId
messages: [{sender, content, timestamp}] Monetization Options Freemium + Subscription

Free: 2 projects + basic resume

Premium: AI mentor, resume builder, XP rewards, certification

B2B EdTech Model

Partner with colleges or bootcamps for custom portals

Resume Portfolio Add-on

Resume reviewer AI + design templates

MVP Development Plan (4–6 Weeks)

Partner with influencers in tech education (YouTube, LinkedIn)

Run weekly project challenges & rewards

Launch on Product Hunt or GitHub Education

UI Flow (Flutter Pages) Onboarding → Domain Selection → Project Dashboard

Project Page → AI Mentor → Progress Tracker

Resume Page → Resume Preview/Export

Profile + XP/Leaderboard

GPT Prompt Example (Project Generator) "Suggest a real-world mobile app project for a beginner in Flutter. Include a title, description, features list, and a step-by-step roadmap."

Want me to now generate:

Flutter UI design

GPT prompt list for projects, feedback, resume help

Backend API plan (FastAPI + Firebase hybrid) Let me know which part you want to build next!

Key Features Implemented

Domain Selection Interface

Users can browse and select from various learning domains (Web Dev, Mobile Dev, ML, etc.)
Each domain displays available projects by skill level

Project Generator

AI-powered project suggestion system
Detailed project plans with requirements, roadmaps, and resources
Customizable project parameters

AI Mentor

Chat interface for asking questions about projects
Context-aware responses based on the current project
Learning resources and tips integrated into the interface

Progress Tracking

Dashboard with XP system and learning streaks
Visual progress indicators for projects
Badge system for achievements

Resume Builder

Automatically generated resume from completed projects
Customizable sections and styling
Export options (PDF, Word, HTML)
Shareable public link

Implementation Details

The prototype includes the following pages:

Home Page: Introduction to the platform and domain selection

Domains Page: Browse all available learning domains

Domain Detail Page: View projects within a specific domain

Project Generator: AI-powered project creation tool

AI Mentor: Chat interface for project guidance

Dashboard: Track progress and manage projects

Resume Builder: Generate and customize your resume

The UI is built with a clean, modern design using Tailwind CSS and shadcn/ui components, making it responsive across all device sizes.

Next Steps

To adapt this to your Flutter implementation:

Use this prototype as a reference for UI/UX design

Implement the Firebase backend as outlined in your plan

Integrate the OpenAI API for the AI mentor functionality

Create the Flutter equivalent of these components

Implement the gamification system with XP and badges

AI-First Education Platform

Key Features Implemented

Implementation Details

Next Steps

AI-First Education Platform

Key Features Implemented

Implementation Details

Next Steps