Riding the wave of the current #BlackLivesMatter movement, in this work I present an example of racial-based discrimination resulting from a particular kind of algorithmic bias, known in literature as amplification bias. Then, in order to stimulate …
Long-Short Term Memory (LSTM) to predict energy consumption from multivariate timeseries.
A presentation about the question of embodiment in behaviour-based robots (MSc course of Robotics)
Python analysis of timeseries to cluster ranges of consumption, using Hidden Markov Models with Gaussian emissions.
SmartBin, a smart solution for improvements on garbage management system. An intelligent bin that monitors itself.
A report on Algorithmic Bias, why it is ethically problematic and how to handle it.
Python analysis on images using SIFT algorithm.