Remy | Devpost

start page
login page
sign up page
sleep analysis page
home page
music generator page

Inspiration

Sleep plays a crucial role in our well-being, yet many struggle with insomnia, poor sleep quality, or difficulty relaxing before bed. We wanted to create Remy, an intelligent sleep analyzer and music generator, to help users optimize their rest through personalized soundscapes and insightful sleep tracking.

Our inspiration came from the hackathon's theme: Dream as well as the increasing popularity of AI-powered wellness tools and the growing demand for non-intrusive, science-backed sleep aids.

What it does

By blending machine learning, music therapy, and sleep science, our app is able to learn from users’ sleep patterns and adapts accordingly to provide them with data to improve their sleeping habits.

How we built it

Research & Design
- Studied existing sleep tracking apps and AI-generated music platforms.
- Designed wireframes and prototypes using Figma.
- Conducted user surveys to understand common sleep issues.
Technology Stack
- Frontend: React Native, CSS
- Backend: Firebase
- Music Generation: Beethoven
Implementation
- Integrated an Apple HealthKit API to track sleep metrics.
- Developed an adaptive music engine that personalizes soundscapes based on real-time sleep data.
- Built a dashboard to visualize sleep trends and provide recommendations.

Challenges we ran into

Fine-tuning AI-generated music to avoid repetitive or disruptive patterns.
Balancing simplicity with depth—ensuring that while the app provides advanced insights, it remains user-friendly.
Ensuring data security and compliance with privacy regulations.
-Implementing AI chat model using chat gpt's API in our app as a chat bot.

Accomplishments that we're proud of

-** Built a Real-Time Adaptive Music Generator **

Created a dynamic AI-driven sound engine that adjusts music based on sleep patterns.
Ensured soundscapes are non-repetitive, calming, and scientifically optimized for better sleep.

-** Designed an Intuitive & Insightful Sleep Dashboard **

Developed a user-friendly UI/UX in Figma to visualize sleep trends and insights.
Integrated a sleep score system that provides personalized recommendations.

What we learned

Throughout the development of Remy, we gained valuable insights into:

The science behind sleep cycles and how different sounds impact deep sleep, REM, and light sleep.
The power of AI-generated music and how it can be tailored to individual sleep needs.
User experience (UX) design principles to ensure an intuitive and calming interface.