Every slide as a working module.
The 50-page pitch deck is the brief; this grid is the build. Each card maps to its deck slide and opens the matching live route — voice kiosk, national hotspot map, CPCB station browser, satellite feed viewers, dispatch console, AI assistant. Modules ship in phases.
AURA — Cover
Walk every live module in order.
The mandate
The ISRO mandate — narrative slide.
Scale of harm
Lives lost and ₹ cost of poor air, computed live per state.
The 100 km blindspot
CPCB station coverage vs population — the 100 km blindspot.
What is AQI
Interactive CPCB NAQI sub-index playground.
Why HCHO matters
Why HCHO is the precursor signal, with live Sentinel-5P column.
Two burning seasons
VIIRS fire-pixel feed during both stubble-burn windows.
National priorities
National policy alignment — narrative slide.
Project goal
Project goal restated as a live module list.
Surface AQI
15 metros, CPCB-fused AQI, click any city for sub-indices.
HCHO hotspots
Industrial-corridor HCHO column heat-map.
Source identification
Receptor-model source apportionment for a picked cell.
Expected outcomes
Live KPI board for expected programme outcomes.
Five sources
Live health badges & latency for all upstream data feeds.
INSAT-3D
INSAT-3D / CAMS Aerosol Optical Depth overlay.
Sentinel-5P TROPOMI
TROPOMI NO₂ explorer across Indian metros.
CPCB ground truth
Browse nearest CPCB ground station per metro, live AQI.
MODIS / VIIRS fire
VIIRS active-fires last 24 h, NASA FIRMS NRT.
Reanalysis meteorology
ERA5 wind, PBL, humidity, temperature per metro.
Tech stack
Animated diagram of the running service mesh.
Google Earth Engine
Submit an Earth Engine query and view the tile.
Deep learning models
CNN-LSTM model card with live latency badge.
End-to-end pipeline
Click a step to see the live request that just ran it.
Columnar database
DuckDB-in-browser query over a satellite column sample.
Surface database
Browse the fused surface AQI table.
CNN-LSTM architecture
Run inference on a sample tile.
Validation & inference
Live cross-validation metrics vs CPCB ground truth.
HCHO pre-processing
Show the bias-corrected HCHO column pipeline.
Fire window extraction
Extract fire windows from VIIRS, animate.
Spatio-temporal mapping
Pick a cell, view 7-day spatio-temporal stack.
Hotspot detection
DBSCAN hotspot detection on live HCHO grid.
Transport analysis
24-h HYSPLIT-style back-trajectory from a hotspot.
Solution overview
Single page summarising every live module.
System architecture
Live architecture diagram with health pulses.
Urban tier
City demo: live AQI + dispatch escalation.
Semi-rural microsensor mesh
Microsensor mesh dashboard simulation.
Forest & extreme rural
Remote-forest panchayat kiosk simulation.
Real-time alerts
Live alert composer with band-based thresholds.
22 languages
Matrix of 38 languages with TTS preview each.
AI Assistant
ISRO HQ voice kiosk in 38 Indian languages.
Authority dispatch
Four-tier dispatch console (Panchayat → State).
Mobile app screens
Mobile-app screen tour, scaled in-browser.
Obj 1 metrics
Live RMSE / R² gauges for Objective 1.
Obj 2 metrics
Live precision/recall gauges for Objective 2.
Expected results
Kolkata case-study route — SEO-optimised, live.
Cost efficiency
Interactive ₹/citizen reach calculator.
Human impact
Counter of lives that would be reached by alerts today.
24-month roadmap
24-month Gantt with live progress flags.
Partnership ask
Slider-driven 3-year budget builder.
Thank you
Public waitlist form (Lovable Cloud).
Dust & PM10 Tracker
CAMS coarse-aerosol load — surfaces dust-storm corridors over NW India.