Ismael García Serrano Email & Phone Number

Stockholm County, Sweden

Estocolmo, Estocolmo, Suecia

Machine learning models to predict Steel properties

Stockholm County, Sweden

• Generated and maintained data architecture in AWS and helped the frontend group providing more than 20 API’s actions to support all the data and user analytics in the platform.• Planned a development a search engine in ElasticSearch and a recommendation engine based on user experience and a knowledgebase.

Uppsala, Sweden

• I managed to save over 50% in labour time and costs for the work team, by initiating Python, OriginLab and MATLAB code development for data analysis automation, regression modelling and data visualization.• By analyzing the data in multiple samples, I enhanced both the fabrication and data acquisition processes to create the nanofabrication of the first Graphene flexible spintronic device.• Created statistical models for data interpretation and data correlation analysis.• I mentored three members of the team, getting a wonderful opportunity to coach them on how to analyze data and successfully present the results.• Nanofabrication and characterisation in the cleanroom.

Zaragoza, Aragon, Spain

• I saved 80% of work time by creating various types of automation to fit data into a glass transition model using Python, MATLAB and OriginLab.• Made multiple key presentations of data analysis work at national and international conferences.• Collaborated with an international team to secure data for a computational simulation for solving the Ginzburg Landau equation for a private project. I developed a successful simulation using Python and FORTRAN.• I project managed the study of vortex dynamics on superconducting thin films.

Applied Magnetism Institute

• Research project for TECNATOM, S. A into the development and prototyping of a new kind of Eddy current rotatory magnetic field sensor.• Magnetic field simulations by using COMSOL Multiphysics and MATLAB.• Studying amorphous FeCoSiBCu magnetic microwires microstructure during nanocrystallization processes for GHz absorption applications (2011 AVANZA State funding)• Experimental data analysis

Energy Department

• Develop a Java application for wind power evaluation, based in Weibull distribution• Data processing of meteorological towers.• Wind resource evaluation.• Renewable energy business analytics.

Master'S Degree, Big Data And Bussiness Analyitics, Online

• Data Treatment • Modelling • Machine Learning • Natural Language processing • Bussines Intelligence • Big Data Infrastructure • Storage.

Phd, Physics, Materials Science

Activities and Societies: University climbing club► Nano-superconductivity for applications in energy. (ABENCOGA, S.A. Grant) ► PhD thesis.

M.Sc., Applied Physics

Activities and Societies: Applied Physics - microelectronics

B.Sc., Physics

Activities and Societies: Club de Montaña