CAMS UI, schema, install & JS files
📝 Projects & News
PRESKO, developed by our team KlimaTech, was our official entry to the Philippine Junior Data Science Competition (PJDSC) 2025, hosted by the UP Data Science Society. The project successfully qualified as one of the Top 10 Finalists out of 40 participating teams.
A standardized temporal-spatial identifier framework for urban context analysis with H3 indexing, multi-dimensional scoring, and ML-based quality assessment.
Unity prototype for an augmented reality resilience planner, using Oculus XR Plugin and the XR Interaction Toolkit as a starting point.
ClimateReady is a mobile-first climate resilience companion. The Expo and React Native app equip households and communities with personalized preparedness guidance, SOS coordination, safe zones, and practical learning tools.
Smart emergency lighting + Wi-Fi backup system for climate-related blackouts. Personal-use only.
Open-source framework for controlled-environment agriculture (CEA) and urban food resilience by blu|mark Studio in Grand Rapids, Michigan
Predicting which ZIP codes will see elevated heat illness during an approaching extreme heat event so cities can deploy cooling resources before people need to be hospitalized. XGBoost supervised classification. Seeking public health and climate equity partners
CMDDS for PAPO‑Heatwaves: a policy‑aware, opportunity‑oriented simulation specification. Fork to model heat response in your city.
Privacy-preserving AI for global agriculture. Enables policy-gated federated learning for sustainable yields and climate resilience while maintaining full farmer data sovereignty.
This project supports urban heatwave risk assessment in Filipino cities by developing geospatial data products on heat vulnerability, air quality, and mobility impacts. It provides evidence and tools for Local Government Units (LGUs) to integrate heat risk into land use planning and climate resilience frameworks.
Scaffold AI: Curriculum Recommendation Tool for Sustainability and Climate Resilience
🛠️ Prototype for Hack Revolution 2025. PS: AI-Powered Crop Yield Prediction & Optimization. Apex Harvest — A web-based AI platform that empowers farmers with data-driven crop yield predictions & personalized optimization tips, without requiring IoT devices or expensive hardware. 🌾
MCP server for citizen-facing UK National Data Library public services — energy, LTHC, social care, legal guidance, climate resilience, early years. Personal portfolio project.
Open knowledge base for the Research Rundown newsletter — curated reports, tools, and companion materials for development researchers and practitioners. Part of OpenStacks.
This project analyzes heatwave vulnerability and air quality in Kerala, India, using geospatial and environmental data. It examines land surface temperature, air pollution, and climate risk indicators in Kochi and Thiruvananthapuram to support evidence-based climate resilience planning for local governments.
SPARC is a physics-constrained spatial machine-learning pipeline that trains an ensemble of geographically-weighted models, validates causal relationships via directed acyclic graphs (DAGs), and simulates "what-if" intervention scenarios with built-in uncertainty quantification. It is designed to be domain-agnostic.
Mixed-methods study using satellite imagery, GIS, and 60+ community interviews to guide heat-resilient urban design in Dallas.
AI-powered crop decision support system integrating ML, climate resilience, disease risk assessment & market intelligence (99.1% accuracy)
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