kamal-eldin Goto Github PK

dyingrivers-esa

This repo showcases the utilization of earth observation (EO) imagery to analyze the state of the Euphrates river across 4 decades. The project is part of the AI4Earth challenge organized by the Space Hubs Network and the European Space Agency (ESA). The analysis included acquiring EO imagery through Sentinel Hub and calculating a group of remotes sensing indices to summarize the development of the Hindiya Barrage segment of the Euphrates basin.

homeworks

kamal-eldin

logistics_transshipment

Predicting vessel transshipment (discharge) amounts using XGBoost regression trees on a very small dataset.

umc.utrecht.hospital

This repo showcases the development of an early warning timeseries model that predicts the onset of sepsis "acute infection" in pre-term newborns. The model serves premature infants hospitalized in the Neonatal Intensive Care Unit (NICU), in the Wilhelmina Kinderziekenhuis (WKZ) hospital in Utrecht, Netherlands.

unicef-giga_sudan

Detecting school lots from satellite imagery in Southern Sudan using a UNET segmentation model. This project is done to assist the UNICEF's Giga initiative in their mission to connect unconnected schools worldwide to the internet.