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SRS • Language Learning • Retention

Learning products built around retention, practice, progression, and real user behavior.

EdTech and learning systems for language-learning apps, spaced repetition, gamification, retention mechanics, learning UX, and AI-assisted educational products.

AI MVPs
LLM Integrations
Workflow Automation
Scalable Systems

What I Actually Build

Language-Learning Products

Mobile and web learning products with lessons, vocabulary, exercises, practice flows, progress tracking, and structured content.

Spaced Repetition Systems

SRS logic, review scheduling, mastery tracking, adaptive repetition, and learning flows designed for long-term retention.

Gamification & Progression

Levels, streaks, achievements, feedback loops, progress systems, and motivational UX that supports learning instead of distracting from it.

AI-Assisted Learning

AI-generated exercises, tutoring flows, adaptive practice, content assistance, pronunciation support, and personalized learning experiences.

Product-First AI Engineering

Learning products need retention loops

EdTech success depends on repeated practice, clear progress, motivation, and useful feedback — not just content volume.

Practice design matters

Exercises should be structured around cognitive load, repetition, variation, and gradual difficulty.

AI should support learning

AI can help with personalization, content generation, and feedback, but it must be integrated into a clear learning methodology.

Infrastructure & Stack

Flutter
Python
Firebase
Django
AI APIs
RevenueCat
Analytics
PostgreSQL
Google TTS

From Idea To Production

1

Learning Flow Design

Define user levels, lesson structure, practice types, repetition logic, and progression paths.

2

System Architecture

Design content storage, exercise logic, user progress, analytics, premium access, and backend systems.

3

Product Development

Build the learning interface, practice engine, content flows, review system, gamification, and mobile or web experience.

4

Retention Optimization

Improve onboarding, practice loops, premium features, progress feedback, analytics, and long-term engagement.

Common Questions

Do you build language-learning apps?

Yes. Language-learning apps and learning systems are one of my strongest domain areas.

Can you build spaced repetition?

Yes. I can design and implement spaced repetition logic, review scheduling, mastery tracking, and practice flows.

Can AI be used in EdTech products?

Yes. AI can support tutoring, adaptive exercises, content generation, feedback, and personalized learning when used carefully.

Do you help with monetization?

Yes. I can help with premium feature structure, subscription flows, paywalls, and retention-focused product decisions.

Building an AI-powered product?

Let’s discuss your product, workflows, and technical direction before writing unnecessary code.

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