I am a Computer scientist and Mathematical Engineer from the Polytechnic University of Madrid (UPM). Passionate about programming and problem-solving, proficient in Git, Java, C, C++, MySQL, Canvas, Markdown, Python, HTML, CSS3 and Javascript. This portfolio showcases my work and skills as a developer.
These are some of the projects that I have carried out or am currently carrying out, not all of them but a good enough (although short) amount of projects and they are a good example of my work, my skills and my way of working.
42 Madrid is a coding school that offers a peer-to-peer learning environment. It is a project-based learning experience where students learn by working on projects. Here are some of the projects I have worked on:
K Means | KNN | Q-Learning | |
---|---|---|---|
Description | K-means is a clustering method, which aims to partition a set of n observations into k groups in which each observation belongs to the group whose mean value is closest. It is a method used in data mining. | Is a non-parametric, supervised learning classifier, which uses proximity to make classifications or predictions about the grouping of an individual data point. | This project is an implementation of the classic game of Tic Tac Toe, with a twist - it uses Machine Learning (ML) to create an AI opponent that learns how to play the game over time. |
Type of ML | Unsupervised Learning (UL) | Supervised Learning (SL) | Reinforcement Learning (RL) |
Data Set used | Iris Data Set: which is one of the earliest datasets used in the literature on classification methods and widely used in statistics and machine learning. | Iris Data Set: which is one of the earliest datasets used in the literature on classification methods and widely used in statistics and machine learning. | We just played against our model until we have filled in the entire Q-Table. |