AI-Based English Learning Mobile App MVP (Reading, Speaking & AI Evaluation)

Project Overview

I am looking for an experienced AI/ML and Mobile App Developer (individual) to build an AI-powered English learning MVP for Android and iOS.

1st phase only focuses on the required features and workflow integration. In the upcoming phase, we will enhance the UI, add more features, and implement optimizations.

The app should help users improve their English speaking and reading skills through interactive practice sessions, AI-based assessments, and conversational learning.

Key Features

1. Reading Practice
Users can read provided passages aloud.
Speech-to-text conversion.
AI evaluates:
Pronunciation accuracy
Fluency
Reading speed
Vocabulary usage
Grammar mistakes (where applicable)

2. Speaking Practice
Topic-based speaking exercises.
Users record responses to questions.

AI analyzes:
Pronunciation correctness
Fluency
Confidence
Vocabulary richness
Grammar accuracy

3. AI Scoring System
Generate an overall score for each session.
Detailed breakdown of:
Pronunciation
Fluency
Vocabulary
Grammar
Confidence

4. Progress Tracking
User dashboard showing:
Historical scores
Learning progress
Performance trends
Achievements and milestones

5. AI Conversation Assistant
Real-time voice and text conversation with an AI tutor.
Natural English conversations.
Correct mistakes during conversations.
Provide suggestions for improvement.
Support different difficulty levels.

Technology Requirements

Please suggest the best technology stack. Preference for:

Speech Recognition
Pronunciation Assessment
LLM Integration (OpenAI, Gemini, Claude, etc.)
Flutter or React Native for cross-platform development
Scalable cloud backend
Deliverables
Android App
iOS App
Source Code
Deployment Documentation

Proposal Requirements

Please include:
Similar projects completed.
Recommended AI architecture.
Technology stack.
Estimated timeline.
Budget estimate.

Only apply if you have experience with speech recognition, AI-powered assessment systems, and conversational AI.