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About

I, Syeda Ameena, Suyash Gupte and Suman P participated in the Google Agentic AI Day 2025, Bengaluru. Out of 57,000+ developer and 9,100+ idea submissions, our team got shortlisted for Google Cloud Agentic Al Day 2025, powered by Hack2skill. We built a multi-agent system with Google ADK on the use case Improving safety at large public events in a 30-hour in-person Al sprint. We presents Drishti, an AI-driven situational awareness and enforcement platform aimed at enhancing public safety at large-scale events in India. The system transforms passive video surveillance into active safety management by combining real-time video analytics, predictive AI, and digital accountability.

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Overview

Drishti tackles the unique safety challenges of high-density public gatherings like rallies, festivals, and marathons in India. Instead of relying solely on human supervision, it implements a closed-loop model of real-time detection, automated intervention, and behavioral enforcement. By integrating technologies such as Google Cloud’s Vertex AI, Gemini, and digital ID systems, the platform becomes a self-regulating mechanism for crowd safety and order.

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Architecture

architecture

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Solution

The solution is structured around five core components:
  1. Predictive Analytics: Real-time crowd congestion prediction using video feeds and AI forecasting.
  2. AI-Powered Dispatch: Automated emergency response leveraging GPS and live congestion data.
  3. Digital Accountability: Tracking attendee behavior via digital IDs (QR codes, phone numbers, Aadhaar), and issuing nudges or post-event penalties.
  4. Scalable Multi-Agent System: Modular agents (Predictive Agent, Dispatch Agent, Lost & Found Agent, etc.) working independently in parallel.
  5. Cultural Adaptation: Designed for India’s event complexity—low compliance, high density, digital familiarity.
Key Features: • Natural language querying for field commanders. • Context-aware summaries and predictions with Gemini. • Lost & Found via facial recognition and drone assistance. • Real-time rule enforcement via mobile-linked identities.
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Skills picked up

  • Google Agent Development Kit (ADK)
  • Developing multi-modal multi-agent system
  • Google Cloud, VertexAI, Firebase studio
  • Developing Responsible AI Agents