Adrián Arnaiz-Rodríguez

Adrián Arnaiz-Rodríguez

Artificial Intelligence Researcher

ELLIS Alicante

I am a Spanish boy born in 97. I am a Computer Scientist, with a Master’s in Data Science, focused on my PhD in ML at ELLIS lab in Alicante Unit and I will visit MPI-SWS as part of the ELLIS PhD & PostDoc program. I am advised by Dr. Nuria Oliver, Dr. Manuel Gómez Rodríguez and Dr. Francisco Escolano.

I’ve mainly worked in ML and DL applied to life science, as in my Bachelor’s and Master’s Thesis - both with outstanding results (honours) -. Besides, I also research in network science and graph theory and leading to some conference papers as well.

However, I am passionate about many other fields of AI, thus, we will be sharpening the main topic of the PhD in the coming months. My passion for research and AI started in 2018 when I was awarded a research scholarship from the Spanish Ministry of Education in order to carry out my BSc thesis at ADMIRABLE Burgos’ University research group which, among more works, led me to get the BSc Extraordinary academic mention. I’ve also been awarded in 2021 a Spanish FPU fellowship, which I had to decline due to scholarship incompatibilities.

Although I have mostly worked in AI applications, I am also keen on deepening in theoretical concepts of each topic, with a great interest in the most intrinsic and mathematical implications of the algorithms enjoying when it makes me work up a sweat.

Last but not least, I love to spend time playing guitar 🎸 and clarinet and also sweat a bit cycling 🚲 and playing soccer ⚽.

Interests
  • AI & ML
  • Deep Learning
  • Network Science and Graph Neural Networks
  • Reinforcement Learning
  • Probabilistic Machine Learning
  • Neuroscience [ToDo]
Education
  • ELLIS PhD student in ML, Ongoing

    ELLIS Alicante and MPI-SWS

  • MSc in Data Science and Artificial Intelligence, 2021

    Open University of Catalonia (Universitat Oberta de Catalunya)

  • BSc in Computer Science, 2019

    Burgos University

Experience

 
 
 
 
 
PhD Student
Nov 2021 – Present Alicante
ELLIS PhD student in Machine Leaning at ELLIS Unit Alicante and MPI-SWS with Dr. Nuria Oliver, Dr. Manuél Gómez Rodríguez and Dr. Francisco Escolano as advisors.
 
 
 
 
 
Research Staff
Dec 2020 – Aug 2021 Burgos
  • DATAHES: Data Analysis Techniques Applied in Health Environments Sciences.
  • Data Analysis in web behaviour
  • Create digital content
 
 
 
 
 
Research staff
Jan 2020 – Sep 2020 Burgos
  • ADMIRABLE: Advanced Data MIning Research And [Business intelligence | Bioinformatics | Big Data] LEarning.
  • Support VR research in data mining
  • Support in MLaas platfomr: UBUMLaas
  • Research in Network Analysis: 2 conference works
  • Research in Parkinson’s Disease detenction through voice
 
 
 
 
 
Junior Inteligent Automation Consultant
Sep 2019 – Dec 2019 Madrid
Develop of Machine Learning models and data processing pipelines to embed in RPA processes, included email classification in Telefonica.
 
 
 
 
 
Research fellow
Dec 2018 – Jul 2019 Burgos
Research assistant scholarship in the Civil Engineering department of the University of Burgos, research group ADMIRABLE. Working with collaboration grant. Research in the project “Use of biomarkers extracted from the voice for the detection of Parkinson”, which was my Bachelor’s Thesis, evaluated with honors.

Publications

(2021). Videoconferencing Software Options for Telemedicine: A Review for Movement Disorder Neurologists. Appl. Sci..

PDF Cite Code Source Document DOI doi

(2021). Computer Science doctoral research in Spain. A relational perspective. In Actas CAEPIA XIX.

PDF Cite Source Document

(2021). Analysis of the Learning Process through Eye Tracking Technology and Feature Selection Techniques. Appl. Sci..

PDF Cite Source Document DOI doi

(2021). Mapping the scientific structure of Organization and management of enterprises using complex networks. In 15th CIO Proceedings.

Cite Source Document DOI 15th CIO Homepage doi

(2020). Network analysis of co-participation in thesis examination committees in an academic field in Spain. In 14th CIO.

Cite 14th CIO Homepage Book of Abstracts

(2020). Unveiling the informal structure of an academic field in Spain. A network analysis.. In VI COMSOTEC WORKSHOP.

Cite Source Document Comsotec Homepage

Awards

FPU PhD Fellowship (Declined)

2021 - Spanish Goverment - Universities Ministry

📚 Doctoral Fellowship given by Spanish Goverment. FPU20/03687. Grants for pre-doctoral contracts for the completion of doctoral theses, in Spanish Universities.

Extraordinary Award of Degree in Computer Engineering

2019 - Council of the University of Burgos

📚 Award for the best student qualification record of the Computer Engineering Degree from the University of Burgos, academic year 18/19.

Prototype Award

2019 - OTRI (Information Transfer Office of Burgos University)

💡 Project awarded: BSc Thesis:Use of bio-markers extracted from the voice for the detection of Parkinson. Financial aid and one year of advice for the project.

Undergraduate Research Fellowship

2019 - University of Burgos

📚 Assistant research Fellowship in the Civil Engineering department of the University of Burgos, research group ADMIRABLE. Research in the project ‘Use of biomarkers extracted from the voicefor the detection of Parkinson’, which is my final degree project (BSc Thesis), evaluated with honors.

3rd place in Spin-Up CyL Contest

2017 - Spin Up - Junior Achievement

💡 3 months of advice and access to conferences in Google for Startups Campus


8 out of 10 MSc Subjects graded with honours, included Thesis

GPA: 9.7 / 10

10 out of 39 BSc Subjects graded with honours, included Thesis

GPA: 8.9 / 10

Accomplish­ments

Summer School on Machine Learning and Big Data with Quantum Computing
See certificate
Biomedical Image Analysis in Python
See certificate
Deep Learning in Python Track
5 courses about DL with TF, Keras and PyTorch
See certificate
Advanced Deep Learning with Keras
See certificate

Contact