Private Project

LOCIRA — Real-Time GPS Tracking and Taxi Dispatch Platform

Real-Time GPS Tracking and Taxi Dispatch Platform

Real-Time Dispatch PlatformWeb Application, Android Application, Backend, Dispatcher Dashboard, Private Project

Overview

LOCIRA is a real-time dispatch platform for taxi dispatch workflows, GPS tracking and dispatcher visibility across web, Android and backend systems.

Problem

Taxi dispatch operations need coordinated passenger requests, driver state, ride lifecycle control and dispatcher visibility.

Implemented solution

The platform connects public passenger ride requests, driver Android workflows, backend APIs and dispatcher live map views.

Key features

Public passenger ride request flow

Driver Android cockpit

Shift start and stop

GPS tracking

Ride request display

Accept ride

Start ride

Complete ride

Dispatcher live map

Driver markers

SOS status

Ride state markers

Manual ride creation

Company and role isolation

Admin and subadmin workflows

CSV export

Target users / audience

Taxi dispatch operators

Drivers

Passengers

Fleet administrators

Business value

Centralized data and operations

Improved real-time coordination

Safer role and company separation

Clearer ride lifecycle tracking

My role

Product analysis and requirements definition.

Architecture planning and AI-agent tasking.

Implementation supervision across frontend, backend, database and platform-specific surfaces.

Debugging, test planning, acceptance review, deployment preparation and iterative improvement.

AI-native development workflow

01
Requirements are converted into structured implementation tasks.
02
Codex and AI tools are used for code generation, investigation and refactoring.
03
Major tasks follow a READ → BACKUP → PATCH → VERIFY → TEST discipline.
04
Human review controls architecture, acceptance, security decisions and release readiness.
05
AI is used as an engineering accelerator, not as a substitute for validation.

Technical overview

Built with Kotlin Android, Node.js backend, REST API, MapLibre, OpenStreetMap, real-time sockets and a relational database.

Key engineering challenges

Maintaining ride state transitions, driver markers and dispatcher visibility across real-time surfaces.

Testing and verification

Node syntax PASS

Backend health PASS

Android Kotlin compilation PASS

Ride lifecycle API smoke test: Assigned → In Progress → Completed

Product positioning

The implementation includes the capabilities presented in this case study and is designed for continued product evolution.

Media gallery

Landing page screen inferred from filename

Secondary landing page screen inferred from filename

LOCIRA taxi dispatch administration dashboard

Administration dashboard screen inferred from filename

Android login screen inferred from filename

GPS location screen inferred from filename

Users screen inferred from filename

Video demos

Administration demo video inferred from filename

Passenger taxi request demo inferred from filename

Landing page demo video inferred from filename

Available for

Employment, custom software, software products and technical partnerships

Available for employment opportunities, remote international roles, custom software development, early product development, internal business systems, Python and SQL reporting solutions, Android and desktop development, product licensing, technical partnerships and individuals with viable product ideas.

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