AI vision · River accountability · Geospatial UX
Nadi Rakshak
Nadi Rakshak is a research-led product concept that helps citizens document visible river pollution, applies transparent AI confidence scoring, maps reports publicly, and tracks each case from Reported to Resolved.
System anatomy
What the product has to coordinate.
Citizen reporting flow for geo-tagged pollution evidence and structured incident details
Transparent AI confidence layer with human review, escalation, and false-positive safeguards
Public heatmap and status workflow connecting Reported, Verified, Escalated, and Resolved states
Signals
Why this work matters.
Developed the pitch, product narrative, risk matrix, and confidence-scoring specification
Defined a sensor roadmap, data schemas, accountability states, and implementation scaffold
Designed around public visibility and traceable resolution rather than one-time reporting
Technology & concepts