UrbanEagle

Applied Computer Vision on aerial images of urban areas to extract metrics of sustainability in the area. The data from Google Earth was used for object detection and semantic segmentation in particular, trained on Google Colab. The resulting applications identify trees and segment the surface.

LearningMaze

The LearningMaze is a game in which the player has to choose the best sequence of moves towards the exit given a reduced map each step. I made this game to be played by humans or policy based as to compare performances.

European Forests

EUROSTAT provides official data provided by the states of the EU. In this project, I took a deeper dive into the data and provided insights on Tableau, focusing on forestry.

Datathon - Temperature Prediction

WiDS hosted a Datahon on Kaggle in which I participated. The objective was to predict a temperature metric given a structured dataset. I used Random Forests and Neural Network architectures combined with various feature engineering and reduction approaches. Find the documentation & code on Github.

GameBook

GameBook is a web app to record and analyze games played over time by a group. Users can register groups to always keep track of their records and gain insights from analytics for their group. Also there are four game modes to fit many types of games. (currently only one game mode is enabled)