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.

Privacy-preserving AI for global agriculture. Enables policy-gated federated learning for sustainable yields and climate resilience while maintaining full farmer data sovereignty.

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.

CMDDS for PAPO‑Heatwaves: a policy‑aware, opportunity‑oriented simulation specification. Fork to model heat response in your city.

Open-source framework for controlled-environment agriculture (CEA) and urban food resilience by blu|mark Studio in Grand Rapids, Michigan

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.

Smart emergency lighting + Wi-Fi backup system for climate-related blackouts. Personal-use only.

🛠️ 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. 🌾

Scaffold AI: Curriculum Recommendation Tool for Sustainability and Climate Resilience

Open knowledge base for the Research Rundown newsletter — curated reports, tools, and companion materials for development researchers and practitioners. Part of OpenStacks.

Landslide Damage Analysis in Idukki & Wayanad – A geospatial study using Google Earth Engine, Sentinel-1 SAR, Sentinel-2, and DEM data to map landslide-affected areas, detect land cover changes, and quantify terrain damage percentages in Kerala’s most landslide-prone districts.

Code, datasets, results and figures for quantifying nonlinear vegetation thresholds for urban heat mitigation in Narayanganj, Bangladesh.

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)

This project develops geospatial data products to support urban heatwave risk assessment in Filipino cities. It maps historical heatwave occurrences, analyzes heat vulnerability using socio-demographic and air quality indicators, and tracks mobility changes during heatwave events to support land use planning and climate resilience policy.

Framework d'ingénierie open-source pour infrastructures régénératives. Fusion de la physique de la matière molle, de la frustration géométrique et de l'agronomie pour créer des systèmes à bilan écologique positif