As a child I loved playing chess and following a thinking process. That drove me into learning the logic that rules our universe, also known as mathematics.
I believe that the best application of mathematics to the real world is programming and data science, due to their proximity to pure logic.
For that reason, I’ve spent the last years studying and developing the needed tools for a good understanding of this fascinating field.
Development and deployment of a fine-tuned Convolutional Neural Network to classify images of clothes among 10 different categories. In addition to a brief study on the use of the features extracted from the convolution as a basis for other algorithms (SVM and DTree).
Keras, Tensorflow, Numpy and Sklearn have been used, using a Jupyter Notebook.
In this project I used Machine Learning (through Scikit-Learn, Pandas, ...) to compare and analyze the price of thousands of second hand cars.
The final results are a series of conclusions and a car price prediction tool that, through an SVM, has a very high accuracy. AI2DB.
A little Business Intelligence analysis of Spotify Databases in order to improve decisions for the project AI2DB.
Open visualization
Analysis of the most successful songs on Spotify in recent years and the reasons for this fame, using a Neural Network and PCA(Principal Component Analysis).
The language used is Python, with the Pandas and Scikit-Learn libraries, on a jupyter notebook.
Page in which the attendees to an event enter their data and, through a JavaScript script, they are added to a Spreadsheet (equivalent to Excel).
A QR is generated for the registered people that can be read by people who have an administrator account to register attendance to the event, and that can only be passed once per person.
Construction, in C++, of the Back End that would be necessary for the organization of a travel agency that wants to store information about the travelers, packages and tourist destinations involved in the company.
GitHub
I have done several other projects, such as a PCA (Principal Component Analysis) modeling, or an extension course page.
GitHub
Ask me about a specific area so I can tell you about my experience.
