Web Health Tracker Development
Budget: £250 – £750 GBP
We are developing a web-based, condition-agnostic digital health MVP intended to support structured, longitudinal health data collection and analysis across multiple user roles. The platform will enable users to record symptoms, validated or configurable severity scores, contextual lifestyle and environmental factors, and image-based documentation, all linked temporally to support trend analysis and pattern recognition. An AI-assisted component will be integrated via external APIs to provide severity estimation and change detection for decision-support purposes only.
The system will be built using Bubble.io as the primary application and workflow layer, with a modular, extensible data model designed to support future integration with external services such as AI engines, environmental data sources, and clinical systems. The application will include role-based access for individuals, caregivers, clinicians (read-only for MVP), and administrators, with explicit consent management and privacy-first handling of sensitive health data.
This MVP is being developed for startup validation and early-stage clinical pilots, rather than diagnostic or treatment use. Emphasis is placed on data integrity, auditability, secure image storage, clear separation of concerns, and scalability to support future regulated healthcare workflows and additional condition-specific implementations.
Technical & Strategic Context
Built using Bubble.io for rapid iteration and scalability
Designed to integrate with external APIs (AI services, environmental data)
Architecture must be privacy-first, consent-driven, and suitable for healthcare data
MVP will prioritise clarity, data integrity, and extensibility over feature volume
The platform is intentionally condition-agnostic at this stage, enabling future adaptation across multiple use cases and health domains.
What We Are Looking For
We are seeking an experienced Bubble.io developer or small team who:
Understands healthcare or sensitive data platforms
Can build clean, well-structured data models
Is comfortable integrating external APIs
Can work from a detailed specification without over-engineering
Communicates clearly and documents their work
This is not a marketing website or a simple tracker app.
It is a foundational health platform MVP intended to support real-world pilot use and future regulatory pathways.
The system will be built using Bubble.io as the primary application and workflow layer, with a modular, extensible data model designed to support future integration with external services such as AI engines, environmental data sources, and clinical systems. The application will include role-based access for individuals, caregivers, clinicians (read-only for MVP), and administrators, with explicit consent management and privacy-first handling of sensitive health data.
This MVP is being developed for startup validation and early-stage clinical pilots, rather than diagnostic or treatment use. Emphasis is placed on data integrity, auditability, secure image storage, clear separation of concerns, and scalability to support future regulated healthcare workflows and additional condition-specific implementations.
Technical & Strategic Context
Built using Bubble.io for rapid iteration and scalability
Designed to integrate with external APIs (AI services, environmental data)
Architecture must be privacy-first, consent-driven, and suitable for healthcare data
MVP will prioritise clarity, data integrity, and extensibility over feature volume
The platform is intentionally condition-agnostic at this stage, enabling future adaptation across multiple use cases and health domains.
What We Are Looking For
We are seeking an experienced Bubble.io developer or small team who:
Understands healthcare or sensitive data platforms
Can build clean, well-structured data models
Is comfortable integrating external APIs
Can work from a detailed specification without over-engineering
Communicates clearly and documents their work
This is not a marketing website or a simple tracker app.
It is a foundational health platform MVP intended to support real-world pilot use and future regulatory pathways.