Forecasting of forest drought impacts in Switzerland from satellite imagery, weather reanalysis and remote sensing data. Pixel-wise forecasts with feature engineering to provide model explainability.

My team and I advanced to the finals for the Stem Fellowship Big Data Challenge 2020. We evaluated the impacts of tourism and travel on COVID19 deaths at the international, domestic, and local levels. Used python to create a machine learning algorithm that took in previous tourism data and predicted infection rates.

Plotly visualizations of NASA's IMPACTS snow storm study program

Python script that calculates the time required for the Lunar Magma Ocean to solidify as a function of varying degrees of impact bombardment