AI For All · Training Programme · Part 2 of 4

A LIVE Production System — for the Govt. of Maharashtra

You don't practise on toy datasets. You contribute to a live production system built for the Government of Maharashtra — a Wildlife Surveillance System for Leopard Detection.

How the system works

Data flows from field sensors all the way to a live dashboard — IoT → Edge → Fog → Cloud → Dashboard.

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IoT & CamerasField sensors capture the scene
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Edge · YOLOv8On-device leopard detectionExplore →
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FogAggregation between edge & cloudExplore →
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CloudStorage, training & coordination
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DashboardLive alerts & monitoring
⚙️ Technologies covered

The full production-grade stack that powers the system.

See the tech stack →
🏭 Production-Grade AI Ecosystem view

The complete production system, end to end — the holistic deployment view.

See the full ecosystem →
What you'll build — real feature development

Concrete features you contribute to the live system:

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Implement Linux Services

Build & run systemd services on the edge devices.

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Implement an AI Multi-Agent System

Orchestrate agents that coordinate detection & response.

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Build Observability Dashboards

AI observability, edge observability & live monitoring of every edge device.

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Edge-Device Failover

Distributed-systems failover when a device's hardware fails.

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