Spain-Electricity-Load-Timeseries-Analysis

Using linear regression, gaussian processes, RNNs and transformers to predict electricity load for the next 24 hours based on the past 48.

Football-Expected-Goals-Analysis

Using and extending logistic regression implemented from scratch to accurately predict the probability of a shot resulting in a goal

AICrowd-Insurance-Pricing-Game

Predicting expected claims of motor insurance customers using random forests and gradient boosting