workspace_premium3RD PLACE WINNER: ANVESHANA 2025

Kachra Seth.
AI-Powered Urban Waste Management.

Award-winning platform. A three-stakeholder SaaS ecosystem integrating citizen gamification, municipal route optimisation, and city-level analytics for 21st-century urban sanitation.

Kachra Seth Ops Dashboard
UNIT_ID: MP-04-1234Deployment: Active_Live
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FUEL_CONSUMPTION

32%

Reduction in daily burn

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RESPONSE_LATENCY

4.2X

Faster municipal dispatch

biotech

AI_ACCURACY

99.1%

DenseNet201 classification

The Ecosystem

[01]

Citizen Layer

Gamified rewards for civic responsibility. Snap a photo of a full bin, earn social credit tokens, and trigger municipal response.

  • check_circle SNAP_AND_EARN
  • check_circle SOCIAL_CREDIT
  • check_circle REALTIME_REPORTING
[02]

Municipal Layer

Genetic Algorithm-driven routing for sanitation fleets. Dynamic route recalculation based on live bin fill-levels.

  • check_circle GENETIC_ROUTING
  • check_circle LIVE_DISPATCH
  • check_circle DRIVER_APP
[03]

Admin Layer

Full-spectrum city analytics. Heatmaps of waste generation, vehicle tracking, and performance auditing for ward officers.

  • check_circle COMMAND_CENTER
  • check_circle HEATMAPS
  • check_circle AUDIT_LOGS

The Stack.

Built on raw engineering power. No fluff, just scalable architecture designed for high-concurrency urban environments.

REACT.JSFRONTEND_CORE
FASTAPIHIGH_PERF_API
PYTORCHAI_INFERENCE
DENSENETIMAGE_CLASSIF
LEAFLETGIS_ENGINE
REDISGEO_SPATIAL_CACHE

Low-Cost Infrastructure Innovations

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200x Cheaper Bin Ecosystem

We replaced expensive $200 RFID/IoT sensors with $1 ruggedized QR codes. The "sensing" is crowdsourced via the Citizen Layer, utilizing mobile devices as distributed IoT sensors.

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Geofenced Proof-of-Work

Drivers and sanitation workers verify tasks through geofenced photo evidence. Zero trust architecture ensures that cleaning only registers as complete when the GPS matches the bin's physical location.

RESEARCH_STATUS: V0.1

THIS IS A RESEARCH PROJECT DEVELOPED FOR THE ANVESHANA 2025 COMPETITION. IT IS NOT YET A COMMERCIAL PRODUCT. WE ARE SEEKING COLLABORATION WITH MUNICIPALITIES AND ENVIRONMENTAL SCIENTISTS.