Human-centered architecture
The application concept emphasizes approachable interfaces and modular services rather than presenting machine learning as a substitute for clinical care.
DIGITAL HEALTH / CASE STUDY
Reclaim Recovery.
Human-centered digital recovery support.
CARE / 04
Recovery experience
01Reflect
02Learn
03Track
04Grow
Illustrative visualization of the workflow, not an application screenshot. Authentic media will be added after review.
01 / THE PROBLEM
Overview
A cross-platform recovery application concept connecting guided content, personal reflection, progress tools, and a modular software architecture.
Long-term recovery benefits from approachable routines and organized resources. A digital companion needs to balance usability, privacy, and responsible use of personalized features.
DOMAINDigital Health
STATUSIn development
SOURCEPrivate / not publicly linked
02 / THE SYSTEM
Core capabilities
01
Guided content and self-reflection design
02
Mobile and backend architectural planning
03
Progress and engagement feature definitions
04
Exploration of privacy-aware personalization
Capabilities are summarized from project documentation; feature-by-feature implementation verification is a launch prerequisite.
03 / SEE IT IN ACTION
Video demonstration
Verified demonstration in preparation
An authentic workflow recording will appear here after media review and validation.
04 / SYSTEM DESIGN
Architecture overview
Explore the major logical stages identified in the current project documentation.
COMPONENT 01
Mobile
React Native client experience.
Conceptual architecture drawn from project documentation. Select each stage to inspect its purpose.
Read the architecture as a list
- Mobile: React Native client experience.
- API: Python service design for content and account workflows.
- Persistence: Structured user progress and content data.
- Personalization: Proposed recommendation capabilities under research.
05 / ENGINEERING APPROACH
Technical decisions
Safety and scope
Clinical or prediction-oriented capabilities require independent validation and should not be represented as deployed or clinically proven.
This section describes engineering decisions and project aims. It does not assert research novelty without a literature comparison.
06 / VERIFICATION
Evidence & limitations
Available documentation
Architecture documentation
The connected README outlines planned capabilities and infrastructure, not a verified production deployment.
Known limitations
- Many advanced capabilities remain design goals, not independently verified production features.
- Any health-related predictions or guidance would require appropriate clinical and privacy safeguards.
07 / RESEARCH RECORD
Research & publications
No associated research publications have yet been approved for public listing. Technical reports and reproducibility resources will appear here once reviewed.
Research library ↗08 / ONGOING WORK