Portfolio

EMPIRICAL BENCHMARK

EV Charging Archetype Falsification

A power-calibrated null test on 15,924 charging stations and 11.5 million sessions. Three of four charging archetypes dissolved against a continuum built to contain no groups at all. One group of 838 did not.

MACHINE LEARNING MODEL

Electric Load Forecasting

Deep Learning model for day-ahead electric load forecasting that beat the accuracy benchmark by 24%.

MACHINE LEARNING MODEL

Breast Cancer Survival Prediction

Find out which factors have the highest impact on survival predictions from the highest accuracy survival models. Learn how to prepare genetic expression data, and build your own survival prediction models.