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Key Metrics
Technologies
The Challenge
Language learners often lack confidence in speaking due to limited opportunities for practice and fear of judgment. Mila AI wanted to create a safe, always-available environment where users could practice conversation with an AI that adapts to their proficiency level.
Our Solution
We built a sophisticated conversational agent using a fine-tuned LLM capable of role-playing various scenarios. The system includes a real-time speech-to-text pipeline, grammar analysis engine, and a dynamic difficulty adjustment algorithm that simplifies vocabulary and sentence structure based on user performance.
Key Results
Launched Successfully on iOS and Android
Users Practice Speaking 3x More Than With Traditional Apps
4.8/5 Star Rating on App Store
Processed Over 1 Million Minutes of Conversation in First 6 Months