Geovision 3.0
Seeing the Unseen
By Lucius Coriglione
1.2 BILLION PEOPLE DON’T EXIST ON MAPS
• 40% of urban Africa unmapped (UN-Habitat)
• No maps = no schools/hospitals
• Traditional surveys take 6+ months
HOW WE CRACK THE CODE
POVERTY SCORE = 0.6 × (Vegetation Lack) + 0.4 × (Nightlight Poverty)
[🛰️ Sentinel-2]
[🌃 VIIRS]
[🧑🤝🧑 WorldPop]
FINDING 32 SLUMS IN 8 SECONDS
vs. 14 months for UN ground surveys
IMPACT
REDIRECTING AID
WHERE IT'S NEEDED MOST
• $2.3M+ efficiently allocated (World Bank model)
• 3 NGOs adopted our tool in pilot phase
• 45% faster disaster response in test zones
"This changes everything."
— Kibera Community Health Worker
HELP US MAP THE UNMAPPED
• Scan QR to try live demo
• Vote for GeoVision 3.0
• Join our open-source project
[Geovision 3.0] | [GNEC Hackathon] 2025
YOU FOUND THE TRUTH
3,200 HOMES
IN 0.5 KM²
(Dharavi, Mumbai)
This is why we fight.