PROJECT 01 / 07 · FULL-STACK ENGINEERING
MUHI Mobility — Full-Stack Platform
MUHI Mobility — Full-Stack Platform
Full-stack interfaces for quotation, routing and booking-status visibility.

01 / THE CONTEXT
The challenge.
Build clear web interfaces for location input, fare quotation, route visualization and booking status while keeping validation, APIs and data modeling maintainable.
02 / MY ROLE
Work with
purpose.
Personal software engineering project — Flask backend development, JavaScript interfaces, REST API integration, relational data modeling, debugging, testing and technical documentation.
PROTOTYPE BRANDINGDeveloped under evolving prototype branding, with selected ANGE Transport and ANGE Rentals interface screens shown here. These labels are interface evidence, not a finalized commercial rebrand.
03 / ENGINEERING NOTES
Structured a multi-module Flask application with reusable Blueprints, Jinja templates and relational models.
Connected JavaScript interfaces to Flask REST endpoints for validated location input, quotations, route rendering and booking-status presentation.
Used SQLAlchemy models with PostgreSQL-oriented configuration and mapping, geocoding and routing integrations. The portfolio screens demonstrate interface states, not production database operations.
Developed and debugged prototype booking and status flows with repeatable checks. A failed payment-provider action is not presented as a successful booking, and the captured Phase 1 status view does not include live vehicle GPS.
04 / HIGH-LEVEL SYSTEM
From idea to structure.
Public-facing conceptual overview — not a disclosure of internal implementation.
05 / THE STACK
The tools
behind the work.
06 / ENGINEERING VIEW
See the public structure.
Public engineering diagram only: browser UI, Flask APIs, validation and data services, database persistence and mapping integration. No commercial service map or live booking operation is shown.
Generic public engineering flow only. Proprietary business logic, cross-service orchestration and production infrastructure are intentionally omitted.
MUHI MOBILITY / AUTHENTIC PROTOTYPE VIEWS / PROJECT CAPTURES
Full-stack work, shown through the interface.
Four privacy-reviewed application captures: the ANGE Transport landing interface, a City Taxi route and quotation state, booking-status visualization and an ANGE Rentals onboarding concept.
MUHI Mobility is the portfolio project. ANGE Transport and ANGE Rentals are evolving prototype interface brands, not evidence of a finalized commercial rebrand. These views demonstrate interface and integration work; they do not establish production deployment, successful payment, live vehicle GPS or operational identity verification.
ANGE Transport Landing Interface
The selected landing view presents the Transport interface and its visual design. ANGE is evolving prototype branding within MUHI Mobility; this is not evidence of a finalized commercial rebrand or production service.
Original application capture. Roadmap counters, the follow-on attractions section and development-performance overlay are excluded.Selected engineering evidence only. ANGE Transport and ANGE Rentals are evolving prototype interface brands. Proprietary business workflows, cross-service orchestration, commercial strategy, internal pricing logic, partner information, private source code and unpublished operational details are intentionally omitted. Identity verification and payment stages are treated as prototype UI unless separately verified.