Hi! I'm Carlos Pimentel an
passionate about coding
and this is my portfolio

principal image's site

About me

PD: Electronic Engineer and Master's Student in Artificial Intelligence at International University of La Rioja, Spain; with skills in research, teamwork and time management; strong training in leadership, administration, collaborative work and social commitment. Wistful to put my skills in Python, Artificial Intelligence and Machine Learning into practice.

Coding Languages: Python, C++.

Python libraries: Pandas, NumPy, MatPlotLib, Scikit-learn, Keras, NLTK.

Web Scraping: Beautiful Soup, Selenium, Xpath, Scrapy.

Others: Git, GitHub, Microprocessors, PLC’s, Arduino.

proyecto del curso de Desarrollo Web

My featured projects

A building's foundation

Diabetes detection with boosting techniques

Master degree project. Use of AdaBoost, Gradient Boosting and XGBoost boosting techniques with PCA and LDA dimensionality reduction techniques for the detection of diabetes mellitus or type 2 diabetes.

Project on GitHub
A building's foundation

Detection of crying in neonates

Master's internship project. Use of Support Vector Machine (SVM) and Artificial Neural Network (ANN) for the classification of newborn crying according to the expressed feeling, through the treatment of audio files in WAV format.

Project on GitHub
Sketch of a web

Wearable classifier with CNN

Project that uses a neural network created with Keras from the Tensor Flow library to predict what type of clothing corresponds to the image of the MNIST dataset.

Project on GitHub
Computer with code on its screen

Name classifier by gender

Project that uses the Naive Bayes classifier from the NLTK library to train a model that finds a probability of accuracy for a name based on its attributes.

Project on GitHub
Rubik cube

Used vehicle price predictor

Project in which a neural network created in Keras is implemented that determines the fairest value for vehicles depending on their attributes. The data used is obtained from the Craiglist_Cars.csv dataset.

Project on GitHub
Person holding a pen and a brush with colors

A* heuristic search algorithms for Amazon robots

Implementation of 3 different A* heuristic search algorithms to find the shortest path that an Amazon robot must travel to organize inventory.

Project on GitHub
Person holding a pen and a brush with colors

Platzi Intelligence Agency (PIA)

Project that collects and presents declassified CIA documents and files. Developed with data backend made in Scrapy, frontend in vanilla HTML, CSS and JS, and deployed in GitHub Pages.

Project on GitHub