Production Team Lead · Irisidea BIAL

RouteEye

Real-Time Vehicle Tracking & Fleet Management

A high-frequency fleet management platform processing live IoT telemetry every 5 seconds. Built for operational precision — precise location tracking, route oversight, and real-time alerting at scale. Live at Bangalore International Airport.

GoAWS IoT CoreLambdaRedisSSEPostgreSQLReactMicroservices
5s Update interval
2yr In production
4 Team size
BIAL Key client
routeeye.io
RouteEye dashboard
Bangalore International Airport (BIAL)
Kempegowda International Airport · Bengaluru, India
BIAL deployed RouteEye to manage and monitor its fleet of staff shuttle buses across the entire airport campus — ensuring timely, secure, and efficient transportation for airport employees around the clock.

How it Works

Vehicle IoT devices push telemetry to AWS IoT Core via MQTT. A dedicated Go device service ingests, validates, and persists the data. Redis Pub/Sub relays updates to the SSE stream layer, delivering live map state to the React dashboard in under a second.

IoT Devices
Vehicle hardware · GPS · Sensors
AWS IoT Core
MQTT broker · Device registry · Rules
Device Service
Go · Data ingestion · Persistence
Redis Channels
Pub/Sub · Real-time relay
SSE Stream
Server-Sent Events · Live push
React Dashboard
Live map · Fleet ops · Alerts

IoT Layer

  • Vehicle GPS + sensor hardware
  • MQTT protocol to AWS IoT Core
  • Device registry & certificate auth
  • IoT Rules routing to Lambda/services

Backend Layer

  • Go microservices — device service + API service
  • High-frequency telemetry ingestion & write-optimised PostgreSQL
  • Redis Pub/Sub for internal event relay
  • JWT-authenticated REST API

Real-time Delivery

  • Server-Sent Events for live map updates
  • Sub-second latency from device to dashboard
  • Alert engine with 9000+ events processed
  • React dashboard with live vehicle markers

The Dashboard

A unified ops dashboard giving fleet managers live vehicle positions, route adherence, stop coverage, alert logs, and upcoming trip schedules — all updating in real time without a page refresh.

routeeye.io — Live Fleet Operations
RouteEye fleet dashboard
Live Map

Real-time vehicle positions with route path overlays and stop markers. Updates every 5 seconds.

Fleet Overview

Vehicle count, active/inactive status, route assignments, and stop coverage at a glance.

Alert Engine

9,043+ alerts tracked — speeding, geofence breaches, route deviations, and schedule delays.

Trip Scheduling

Upcoming trip management with route assignment, stop sequencing, and ETA tracking.

Team Lead · 2 Years

I led RouteEye from blank repo to production over two years — as the principal architect, lead developer, and team manager for a squad of four. This was not a maintenance role; I was in the engine room the entire time.

System Architecture

Designed and built the core RouteEye platform end-to-end — from IoT data ingestion pipelines to real-time delivery to the browser. Evolved the system from a monolith to a microservices architecture as scale demanded.

Real-time Data Pipeline

Built a dedicated device data service handling vehicle telemetry at up to 5-second update intervals. Used Redis channels and Server-Sent Events (SSE) for sub-second data delivery to dashboards.

Scalability & Performance

Owned database scaling and continuous performance optimization across the stack. Designed for high-frequency IoT writes without degrading read latency on live map views.

Product Vision

Collaborated directly with project director Kislay Komal and senior architects to shape product direction, feature roadmap, and market fit. Translated operational requirements from BIAL into technical specs.

Team Leadership

Led and mentored a team of four developers across two years. Ran day-to-day development, enforced code quality standards, and kept delivery aligned with the product roadmap.

Client Deployment

Delivered the platform for Bangalore International Airport (BIAL) — live tracking of staff shuttle fleets across the airport campus, serving real operational needs at scale.

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