Portfolio

av-AI-lable

Project developed for TESELA, a Granada-based company specializing in innovative materials. Implementation of a predictive model using machine learning and deep neural networks to optimize the design of ultra-high-performance concrete (UHPC), reducing the need for experimental testing.

This project was selected in the competitive European call "StarwAI", aimed at facilitating AI adoption for low-tech users, and received funding in 2023.

In 2024, TESELA was awarded the Best Innovative Company of the Year at the "Granada, City of Science and Innovation awards".

TESELA

DPIVSoft

Python open project for particle image velocimetry using cross-correlation in a multy-pass algorithm with windows deformation. This work is based on the Matlab version for DPIVSoft, developed at IRPHE institute. The main advantages of this proyect are:
1. it only use open languages.
2. It allows GPU acceleration with OpenCl, achiving a speedup of x80.

PiPy

Git repo

BEMT

Matlab application for easily design and simulate the performance of rotor blades using Blade Element-Momentum Theory (BEMT). It offers an intuitive interface with powerfull options, as several corrections to the basic BEMT method, an interface to XFOIL and also the possibility to export stl files with the rotor geometry to easily 3d print it.

Git repo

Youtube-SCAM-detector

A Python tool designed to identify and remove scam and spam comments on YouTube videos. This is done using a fine tunned NLP model and the YouTube API to interacts with your channel's comments section. In addition to its core functionality, this project also includes the training process of the NLP model and offers a preliminary analysis of the comments.

Git repo

Published articles

• Aguilar-Cabello, J., Parras, L., & del Pino, C. (2022). DPIVsoft-OpenCL: A Multicore CPU-GPU Accelerated Open Source Code for 2D Particle Image Velocimetry. SoftwareX

• Gutierrez-Castillo, P., Garrido-Martin, M., Bölle, T., García-Ortiz, J. H., Aguilar-Cabello, J., & del Pino, C. (2022). Higher order dynamic mode decomposition of an experimental trailing vortex. Physics of Fluids

• Schröder, D., Aguilar-Cabello, J., Leweke, T., Hörnschemeyer, R., & Stumpf, E. (2022). Experimental investigation of a rotor blade tip vortex pair. CEAS Aeronautical Journal

• Gutierrez-Castillo, P., Aguilar-Cabello, J., Alcalde-Morales, S.,Parras, L., & del Pino, C. (2021). On the lift curve slope for rectangular flat plate wings at moderate Reynolds number. Journal of Wind Engineering and Industrial Aerodynamics

• Aguilar-Cabello, J., Gutierrez-Castillo, P., Parras, L., del Pino, C., & Sanmiguel-Rojas, E. (2020). On the onset of negative lift in a symmetric airfoil at very small angles of attack. Physics of Fluids