Bilal SabugarRobotics & product engineeringLet’s talk

06 / Wellness app · Team prototype

Calm Pulse.

How can everyday wellness tools fit into a small, accessible application?

My contribution
Back-end development within a four-person team
Current stage
Team-built prototype
Available evidence
React Native app source · Credited team roles
Actual Calm Pulse web prototype welcome screen with its static sample conversation and entry form
Actual web prototype · Static sample conversation, not a live AI response · Preview bundler compatibility fixes

01 / The project

A mobile wellness prototype combining mood and sleep tracking, journaling, breathing exercises and AI-assisted conversation.

Team project with Sidharth Lama, Riyaan Sheth and Nandani Singh. Developed as a prototype in September 2025.

Status
Team-built prototype
Tools & technologies
React Native · Expo · Gemini · AsyncStorage

02 / My contribution

Back-end development within a four-person team.

I worked on back-end development alongside Sidharth Lama. Riyaan Sheth and Nandani Singh coordinated the project. These are the roles recorded in the team’s README.

03 / Purpose & architecture

The problem behind the implementation.

Everyday wellness support involves more than a conversation. The prototype brings logging, reflection and guided exercises into one interface, while keeping its demonstration status separate from clinical or treatment claims.

How the parts connect

React Native and Expo provide the application foundation. AsyncStorage holds on-device records and Gemini supports the conversational feature. The repository's mock-user login is a demonstration mechanism, not production authentication.

04 / Engineering decisions

Decisions that shape the system.

01

Support common daily activities

The prototype brings together mood and sleep logging, journaling, breathing exercises and meditation timers rather than relying only on conversational AI.

02

Use a shared cross-platform foundation

React Native and Expo provide the application structure. AsyncStorage supports on-device records while the chat capability connects to Gemini.

03

Keep the prototype scope clear

Mock-user login supports the demonstration flow. Production identity, sensitive-data handling and clinical validation would require separate work before treating it as a deployed wellness service.

05 / Results & current scope

What exists today.

A public team prototype demonstrating a collection of wellness tools and AI-assisted interaction.

Engineering principleThe app supports several everyday activities rather than making a chatbot the entire experience.

The repository uses mock users for a prototype login flow. The application is not presented as a clinically validated service, medical product or production authentication system.

06 / Source material

Inspect the work.

Working on a related problem?

Tell me what you need to build, test or understand. Mention Calm Pulse if it is a useful starting point.

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