FluentMaker

Problem

Language learning apps promise speed and fluency, yet the most effective method—contextual, personalized flashcards (Fluent Forever method)—remains too time-consuming for the average learner.

Role

Full-Stack Developer

Impact

• I reduced flashcard creation time from 30 minutes to under 30 seconds, allowing users to turn short articles into 50+ usable cards instantly
• I implemented a multi-language processing engine supporting 14 languages with custom rules for compounds, contractions, and honorifics
• I built a robust validation pipeline ensuring vocabulary accuracy, correct gender/plural forms, and consistent sentence complexity