Beyond the Bot: The Anatomy of an Operational Agent for Emergencies
When people talk about automation in geoprocessing, they usually picture a script running in a loop or a bot answering predefined commands. In critic…
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Articles tagged “artificial intelligence”.
8 articles
Beyond Latitude and Longitude: Creating Spatial Embeddings for RAG
When I started combining large language models (LLMs) with geographic data, my first temptation was to treat latitude and longitude as "just two more…
Lessons on AI Applied to Satellite Imagery
AI models for remote sensing deliver increasingly impressive results on academic benchmarks, but moving them into operational environments, where rea…
CleanVision: An Essential Tool for Image Data Cleaning
While working with a radar imagery dataset provided by ICEYE, an innovative company in synthetic aperture radar (SAR) technology, I ran into noisy, l…
Classifying Radar Images of T-72 Tank Variants
Working with data from the Sensor Data Management System (SDMS), provided by the US Air Force, is a really interesting challenge. In this post, I tra…
Credit Risk Assessment
On a sunny day in the middle of the Brazilian semi-arid region, a representative of Fintech λλ reached out asking me to improve their customer credit…
Credit Card Fraud Detection
Credit card fraud is one of the main concerns of financial institutions. In this post, I explore a dataset of European card transactions and build a …
Forecasting Animal Adoptions with Prophet
Environmental preservation, and our wildlife in particular, has always interested me. In this project, I use Facebook's Prophet framework and Austin …
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