About Daniel Mateos

Hi there! I am Daniel Mateos San Martín. Data Scientist, Bioinformatician and Educator.

Check out my Linkedin profile or my ResearchGate one.

Summary

I am a Data Scientist and educator based in Madrid, Spain. I teach programming, Big Data, Machine Learning and Bioinformatics at business schools, universities, and in-company trainings. I am also available for consulting engagements on a per-project basis. I did a PhD in Bioinformatics applied to Developmental Biology and then pivoted to Data Science and education.

I have developed Big Data software in large teams with current methodologies: Continuous Integration and Deployment, Unit Testing, and of course Distributed Version Control. I have seen several Big Data software products to production. I am fluent in Scala, Python, and SQL, and have written code in several other languages.

I know Statistics and Machine Learning, including Deep Learning for image processing. I know how to integrate into a team and learn the specifics of the business that I need to be effective at my job.

My original love is for biology, particularly Developmental Biology and Regeneration.

I’ve had a number of hobbies over the years including, but not limited to, foam RC planes, 3D printing, woodwork, and cycling.

Full CV

You can find a pdf copy here

General Experience

K School, Madrid, Spain. 2018 – Present

Technical Director, Master in Data Science

I organize and ensure smooth running of the academic aspects of the Master’s title in coordination with the Director.

Yogen, Madrid, Spain. 2017 – Present

Founder, Data Scientist

I lead projects with institutional and private customers in order to transform vast amounts of data into insight and actionable information.

K School, Madrid, Spain. 2015 – Present

Lecturer, Master in Data Science

I teach data exploration and data mining, using the Python scientific stack and Spark for large scale data analysis to prospective Data Scientists. I prepare my own class materials and exercises, deliver lectures, and support colleague’s lectures. I have been consistently rated above 90% by the students in the anonymous feedback we collect.

Amadeus IT Group, Madrid, Spain. 2014 – 2016

2016]{}Data Scientist, Travel Intelligence Unit

I applied Big Data techniques (Spark, MapReduce, Scala, Scoobi, SQL on Impala) to analysis of large-scale airline datasets to produce live dashboards and reports, and the Python scientific stack (pandas, scikit-learn, seaborn) for data mining, statistical inference and visualization. I developed a core module of a data product now generating six-figure revenue anually and participated in many others.

Centro Nacional de Investigaciones Cardiovasculares, Madrid, Spain. 2008 – 2013

Graduate Student researcher, Miguel Torres lab

ChIP-seq analysis of TALE proteins genome-wide binding sites. I used Python scripting and R programming to generate insights into a next-generation sequencing dataset of transcription factor binding in the mouse genome. I also performed experimental confirmation of the resulting conclusions, which were published in international peer-reviewed journals.

CBM Severo Ochoa, Madrid, Spain. 2017 – 2008

Laboratory Technician, Javier Díaz Nido lab

I carried out a pilot project to use human olfactory epithelium primary culture as a neurodegenerative disorder model system.

Publications

see research

Languages

Spanish – Native English – Full proficiency French – Elementary German – Elementary

Skills

Scala – Python – SQL – Linux – R – Java – Latex – Statistics – Tableau – Machine Learning – Deep Learning – Spark – Version Control (git) – Confocal Microscopy – Animal Models – Molecular Biology – Bioinformatics – NGS – Teaching

Education

Universidad Autónoma de Madrid, Madrid, Spain. 2009 – 2013

PhD, Molecular Biosciences.

Universidad Autónoma de Madrid, Madrid, Spain. 2008 – 2009

MsC, Molecular Biology.

Boston University, Boston, Massachussets. 2006 – 2007

International Exchange program.

Universidad Autónoma de Madrid, Madrid, Spain. 2002 – 2007

BSc, Biochemistry.

Academic Honors & Awards

Premio extraordinario de la Licenciatura en Bioquímica.

Dean’s List, Boston University.