Caroline Caldwell has been writing algorithms to detect cybersecurity threats as a data scientist at ExtraHop since 2020. Before that she received her PhD in Astrophysics, where she combined massive hydrodynamic cosmological simulations and data from large observational surveys to constrain the mass of the neutrino. Caroline also contributed to NASA’s Kepler planet discovery program as an undergraduate at UT Austin.
Tech: Python, SQL, Pyspark/Scala, Cloud computing using GCS, Dataproc, Airflow, Plotly, Git
Stats: Random Forests, Gradient Boosted Trees, AB testing, Regression
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