SmartFocusTimer is a Pomodoro-style productivity app built with React Native that personalises focus sessions using machine learning. It leverages Contextual Bandits with Thompson Sampling to recommend optimal focus and break durations based on user behaviour and session context.
- 🧠 Intelligent Session Recommendations: Adapts over time to your focus habits using real-time learning.
- ⏱️ Customizable Pomodoro Timers: Set your preferred work/break intervals.
- 📊 Progress Tracking: Visualise your streaks, focus efficiency, and improvement trends.
- ⚙️ Offline-First Architecture: Designed to work seamlessly even without internet access using SQLite.
- 🔍 Behaviour Modeling: Continuously learns from your focus history to boost productivity.
- React Native, SQLite, Contextual Bandits (Thompson Sampling)
- Clean architecture and modular state management for scalability
Run the following command to clone the repository:
- Clone the Repository
git clone https://github.com/kimothDev/SmartFocusTimer.git cd SmartFocusTimer - Install Dependencies
npm install
- Run on Android
Make sure you have Android Studio and an emulator or device connected.
npx react-native run-android
This project is licensed under the Apache-2.0 license - see the LICENSE file for details.