Sumedh Ghatage

Sumedh Ghatage is an Associate Lead Data Scientist (Geospatial) at Gramener. He has worked on various smart city initiatives including sectors such as environmental resource management, location intelligence, and disaster management projects.

He drives a community called “Geospatial Awareness Hub” which helps enable Education, Employment, and Business to foster the growth and awareness of the Geospatial Industry


Session

07-15
14:00
30min
Saving Lives with Predictive Geo - AI
Sumedh Ghatage

Leveraging geospatial Python libraries to understand and predict High-risk houses during cyclone-induced floods in urban areas considering historical openly available satellite images and urban morphological data.

Assigning a flood risk score to each individual house near the coastal regions is a challenge. Also, as the land characteristics vary based on different geographical locations, prepare for emergencies on demand. ​

PyData: Machine Learning, Stats
Liffey Hall 2