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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.

2026 — PRESENTPrivate project · Selected prototype evidence
AUTHENTIC PROTOTYPE INTERFACE
ANGE Transport prototype landing interface with navigation, a Rwanda mobility headline and journey-planning actions.
MUHI Mobility — ANGE Transport prototypePrivacy-reviewed application capture · prototype branding
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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

01

Structured a multi-module Flask application with reusable Blueprints, Jinja templates and relational models.

02

Connected JavaScript interfaces to Flask REST endpoints for validated location input, quotations, route rendering and booking-status presentation.

03

Used SQLAlchemy models with PostgreSQL-oriented configuration and mapping, geocoding and routing integrations. The portfolio screens demonstrate interface states, not production database operations.

04

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.

STEP / 01Browser UI01
STEP / 02Flask REST API02
STEP / 03Validation & data services03
STEP / 04Database & mapping API04

05 / THE STACK

The tools
behind the work.

PythonFlaskJavaScriptREST APIsSQLAlchemyPostgreSQLGoogle Maps / RoutingValidation & Testing

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.

FIG. / 01
BROWSER UIJavaScript interfaces
FLASK REST APIRoutes & validation
DATA SERVICESSQLAlchemy models
DATABASEPostgreSQL-oriented
MAPPING APIGeocoding & routes
ENGINEERING / PUBLIC VIEW

Generic public engineering flow only. Proprietary business logic, cross-service orchestration and production infrastructure are intentionally omitted.

PROJECT SCOPE

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.