Isabelle Tingzon
Scholar

Isabelle Tingzon

Google Scholar ID: MGeQcRMAAAAJ
The World Bank
Machine LearningRemote SensingSocial Computing
Citations & Impact
All-time
Citations
221
 
H-index
5
 
i10-index
4
 
Publications
12
 
Co-authors
7
list available
Resume (English only)
Academic Achievements
  • Presented on 'AI for Climate Action in Developing Countries: Opportunities, Challenges and Risks' at The World Bank Land Conference 2025 on May 8, 2025
  • Presented work at The World Bank and UNICEF Giga on 'Bridging Data Gaps in the Global South: Harnessing Geospatial Data for Climate Resilience and Universal Connectivity' at the Building Data Together: Building-related Open Microdata Technical Workshop by the OECD Laboratory for Geospatial Analysis held in Paris, France, on January 24, 2025
  • Paper 'Large-scale School Mapping using Weakly Supervised Deep Learning for Universal School Connectivity' accepted at AAAI 2025 Special Track on AI for Social Impact (AISI)
  • Work 'Mapping Buildings Using Deep Learning for Climate Resilience in the Caribbean' at the World Bank/GFDRR highlighted as a Case Study in the UNFCCC Technology Executive Committee Information Note on Artificial Intelligence for Climate Action in Developing Countries: Opportunities, Challenges and Risks launched at COP29
  • Work 'Advancing Universal School Connectivity through AI-enabled School Mapping' at UNICEF Giga won the IEEE Connecting the Unconnected (CTU) Challenge for Best Innovative Technology Application at the CTU Summit 2024 in Dubai
Background
  • Data Science Consultant, focusing on the applications of machine learning, computer vision, and Earth observation for socioeconomic development, humanitarian assistance, climate resilience, and disaster response.