Hi, I’m Ismael!

I’m a Telecommunication engineer by the university of the Basque Country UPV/EHU experienced in software engineering projects and machine learning who also loves crafting beautiful UI solutions in my spare time. You can have a look at my projects in this web page or look into my GitHub profile.

So far I've worked as:

I've also had the pleasure of publishing two papers related to neural networks:

  • I. Estalayo, E. Osaba, I. Laña and J. D. Ser, “Deep Recurrent Neural Networks and Optimization Meta-Heuristics for Green Urban Route Planning with Dynamic Traffic Estimates,” 2019 IEEE Intelligent Transportation Systems Conference (ITSC), 2019, pp. 1336-1342, doi: 10.1109/ITSC.2019.8916957.

  • I. Estalayo et al., “Return, Diversification and Risk in Cryptocurrency Portfolios using Deep Recurrent Neural Networks and Multi-Objective Evolutionary Algorithms” 2019 IEEE Congress on Evolutionary Computation (CEC), 2019, pp. 755-761, doi: 10.1109/CEC.2019.8790121.