Wind Power Forecasting

Two-day-ahead forecast of the wind power for an offshore wind farm. The focus was on comparing different Neural Network architectures and define a benchmark for future improvements. University project part of the Deep Learning course at the Technical University of Denmark.

Saturdays.AI ML course

Course I organise with the aim of making Artificial Intelligence more accessible. The notebooks in the repo are the different sessions that the students go through, each one having a practice and a challenge for them to solve. The topics covered are Exploratory Data Analysis, Supervised and...

Covid-19 Vaccination rollout prediction

Project whose objective was to forecast the rollout of vaccination predictions amongst affected countries. Given the uncertainty aspect of the problem, we used probabilistic methods to measure the uncertainty of the forecasts. Moreover, given the disparity in policies against Covid-19 and the...

Analysis of US January Air traffic

Project whose objective was to bring light to air traffic trends in the US after the christmas holidays. To achieve more interesting insights, the data is complemented with weather data through a JSON API. The project starts by considering research questions that would bring value to everyday...