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(Opdateret 2020-03-24)Data Analysis Project Manager
Cork, Ireland
Modersmål Spanish, Flydende English
- Research and writing scientific
- Econometric and time seres forecasting
- 10+ year of experience in R programing
Kvalifikationer (37)
Data Analysis
DATA ANALYST
DATABASE MODELING
TEACHING
FORECASTING
SQL
Spark
R
MICROSOFT OFFICE
DISCRIMINATION
ESTIMATION
Time series
DATA MODELS
DATA ANALYTICS
BANKRUPTCY
RISK ANALYSIS
SPSS
PRICING
BUDGETS
DATA SCIENCE
VISUALIZATION
Business Intelligence
MARKETING ANALYSIS
FINANCE
BI
MS SQL Server
DATABASE
SAS
JMP
Scrum
Machine Learning
SQL SERVER 2012
SQL Server
MySQL
MICROSOFT SQL SERVER 2012
Microsoft SQL Server
Anaconda
Professionel erfaring
Senior Researcher
In HISPATRADING MAGAZINE
2019-01 - 2019-03
http://www.hispatrading.com/es
• Fundamental reading: Complex Mortgages: An Example of Scoring with R. NUMBER 37, January-March 2019 pp.64-67 Madrid
• Fundamental reading: How to analyse the risk of any financial market. NUMBER 36, October-December 2018 pp.78-83 Madrid
• Fundamental reading: Econometrics and Modern Data Analysis. A couple with a great future. NUMBER 35, July-September 2018 pp.64-66 Madrid.
• Fundamental reading: Portfolio selection toolkit and prediction error reduction: Temporal series analysis, ARIMA Models Box & Jenkins Methodology. NUMBER 33, October-December 2017 pp.65-69 Madrid.
• Fundamental reading: Portfolio selection toolkit and prediction error reduction: Temporal series analysis, ARIMA models introduction. NUMBER 32, October-December 2017 pp.50-53 Madrid.
• Fundamental reading: Performance toolkit: Performance indicators for optimal portfolios. NUMBER 31, April-June 2017 pp.53-57 Madrid.
• Fundamental reading: Portfolio selection toolkit and prediction error reduction: The CAPM model Part 2 Estimation in R by ordinary least squares. NUMBER 30, April-June 2017 pp.53-57 Madrid.
• Fundamental reading: Portfolio selection toolkit and prediction error reduction: The CAPM model. NUMBER 29, January-February 2017 pp.61-63 Madrid.
• Fundamental reading: Complex Mortgages: An Example of Scoring with R. NUMBER 37, January-March 2019 pp.64-67 Madrid
• Fundamental reading: How to analyse the risk of any financial market. NUMBER 36, October-December 2018 pp.78-83 Madrid
• Fundamental reading: Econometrics and Modern Data Analysis. A couple with a great future. NUMBER 35, July-September 2018 pp.64-66 Madrid.
• Fundamental reading: Portfolio selection toolkit and prediction error reduction: Temporal series analysis, ARIMA Models Box & Jenkins Methodology. NUMBER 33, October-December 2017 pp.65-69 Madrid.
• Fundamental reading: Portfolio selection toolkit and prediction error reduction: Temporal series analysis, ARIMA models introduction. NUMBER 32, October-December 2017 pp.50-53 Madrid.
• Fundamental reading: Performance toolkit: Performance indicators for optimal portfolios. NUMBER 31, April-June 2017 pp.53-57 Madrid.
• Fundamental reading: Portfolio selection toolkit and prediction error reduction: The CAPM model Part 2 Estimation in R by ordinary least squares. NUMBER 30, April-June 2017 pp.53-57 Madrid.
• Fundamental reading: Portfolio selection toolkit and prediction error reduction: The CAPM model. NUMBER 29, January-February 2017 pp.61-63 Madrid.
Senior Consultant
Cetelem, Grupo BNP Paribas
2017-01 - 2019-01
• Teaching time series analysis and forecasting: Professor of data analysis special emphasis on prediction of financial and macroeconomic time series.
• Implementation of time series forecasting system with software R: Development of scripts for visualization of reporting.
• Developer of predictive models: Time series. Classifications methods
• Implementation of time series forecasting system with software R: Development of scripts for visualization of reporting.
• Developer of predictive models: Time series. Classifications methods
Senior Consultant
Ministry of Labour
2015-01 - 2017-01
• Training MEYSS employees in data analysis and evaluation techniques with Spss
• Teaching data mining, construction and development of database queries
• Teaching data mining, construction and development of database queries
Senior research as freelance content creator and scientific writer
Social Security of the Armed Forces of Ecuador
2016-10 - 2016-12
• Fundamental reading: Macroeconomic predictive models: Big Data. NUMBER 28, October-December 2016 pp.50-54 Madrid.
Senior research as freelance content creator and scientific writer
• An Approach to the Social Security special regimes: The case of the Social Security of the Armed Forces of Ecuador. (Technique: Dynamic Panel Data)
• Study of the impact produced by the financing of public debt on private financing in Spain. (Technique: Dynamic Panel Data)
• Environmental mining management plan for small gold mining in the district of Portovelo Zaruma - Ecuador (Technique: Ordinary least squares)
• Pricing strategies for low-cost airlines. (Technique: Dynamic Panel Data and Machine Learning - Support Vector Machines, Random Forest)
• Determinants of alcohol consumption in Bolivia. (Technique: Logit, Ologit)
• Development of an application through Monte Carlo models and ARIMA models for the future forecast of shipbuilding budgets. (Technique: Time Series and Monte Carlo)
• Determinants of the economic crisis an empirical approach to decision models, Spain case. (Technique: OLS and
• Main Component Analysis)
• How has the hospitality sector in Europe been economically affected after the various anti-smoking laws? (Technique: Regression Panel Logit)
• The effect of the abolition of Apartheid in South Africa's Economic Development: The impact of racial segregation on education and labour. (Technique: Minimum squares in two stages)
• Impact on labour productivity due to investment in education for the autonomous communities of Spain. (Technique: Dynamic panel data)
• Impact of smoking policies in the hospitality industry in Spain. (Technique: Tobit and Heckman)
• Salary gap by gender in the European Union 2005-2012. (Technique: Probit Regression)
• The Phillips curve, an alternative modelling. For Spain and the OECD European countries. (Technique: Time series and distributed lag models)
• Risk analysis in financial portfolios, (ACCIONA, BANKIA, BBVA, McGraw-Hill, Sabadell, 10-year bond, Ibex 35). (Technique: Time series)
• The performance of oil-gas and the finance market post- Lehman Brothers Bankruptcy An empirical approach to the study of the BRICS countries.
• Econometric models for the stress test scenarios by EBA macro-variables. (Technique: Time series- VAR)
Senior research as freelance content creator and scientific writer
• An Approach to the Social Security special regimes: The case of the Social Security of the Armed Forces of Ecuador. (Technique: Dynamic Panel Data)
• Study of the impact produced by the financing of public debt on private financing in Spain. (Technique: Dynamic Panel Data)
• Environmental mining management plan for small gold mining in the district of Portovelo Zaruma - Ecuador (Technique: Ordinary least squares)
• Pricing strategies for low-cost airlines. (Technique: Dynamic Panel Data and Machine Learning - Support Vector Machines, Random Forest)
• Determinants of alcohol consumption in Bolivia. (Technique: Logit, Ologit)
• Development of an application through Monte Carlo models and ARIMA models for the future forecast of shipbuilding budgets. (Technique: Time Series and Monte Carlo)
• Determinants of the economic crisis an empirical approach to decision models, Spain case. (Technique: OLS and
• Main Component Analysis)
• How has the hospitality sector in Europe been economically affected after the various anti-smoking laws? (Technique: Regression Panel Logit)
• The effect of the abolition of Apartheid in South Africa's Economic Development: The impact of racial segregation on education and labour. (Technique: Minimum squares in two stages)
• Impact on labour productivity due to investment in education for the autonomous communities of Spain. (Technique: Dynamic panel data)
• Impact of smoking policies in the hospitality industry in Spain. (Technique: Tobit and Heckman)
• Salary gap by gender in the European Union 2005-2012. (Technique: Probit Regression)
• The Phillips curve, an alternative modelling. For Spain and the OECD European countries. (Technique: Time series and distributed lag models)
• Risk analysis in financial portfolios, (ACCIONA, BANKIA, BBVA, McGraw-Hill, Sabadell, 10-year bond, Ibex 35). (Technique: Time series)
• The performance of oil-gas and the finance market post- Lehman Brothers Bankruptcy An empirical approach to the study of the BRICS countries.
• Econometric models for the stress test scenarios by EBA macro-variables. (Technique: Time series- VAR)
Senior Consultant
INDRA S.A
2014-01 - 2015-01
• Creating BI reports, KPIs whit Tableau
• Analysis of results, crossing information from different sources for checking modelling errors and prediction error
• Analysis of results, crossing information from different sources for checking modelling errors and prediction error
Temporary Series
1995-01 - 2011-01
• Dependence on Natural Resources, Institutions and Economic Growth (1995 - 2011) for 26 countries corresponding to countries identified as countries that are above the average WDI global income. (Technique: Dynamic panel data)
• Determinants of intra-industrial automotive trade in Spain during the period 2002 to 2012. (Technique: Probit Model)
• The effect of EBA on Exports from African countries to Europe; An empirical approach using gravity models and panel data. (Technique: Panel data)
• The impact of R+D+i over the years as a factor of competitiveness in Spanish companies, PITEC database. (Technique: Panel Data)
• Analysis of gender violence and the wage gap: An empirical analysis with panel data for the Autonomous Communities of Spain. (Technique: Dynamic panel data)
• Determination of the characteristics of those convicted in Spain, an empirical analysis of discrimination through education and place of origin with data from the Autonomous Communities of Spain. (Technique: Dynamic panel data)
• Determinants of intra-industrial automotive trade in Spain during the period 2002 to 2012. (Technique: Probit Model)
• The effect of EBA on Exports from African countries to Europe; An empirical approach using gravity models and panel data. (Technique: Panel data)
• The impact of R+D+i over the years as a factor of competitiveness in Spanish companies, PITEC database. (Technique: Panel Data)
• Analysis of gender violence and the wage gap: An empirical analysis with panel data for the Autonomous Communities of Spain. (Technique: Dynamic panel data)
• Determination of the characteristics of those convicted in Spain, an empirical analysis of discrimination through education and place of origin with data from the Autonomous Communities of Spain. (Technique: Dynamic panel data)
Todo Econometría Freelance (Data Analyst)
www.todoeconometria.com
2011-01 - 2011-01
• Teaching data analysis: Forecasting Time Series, Panel Data Analysis, Classification Models.
• Freelance consultant: Supervise other team members on techniques in Applied Data Analytics.
• Machine learning: Short projects in Mine Social Media Sentiment on opinions, trends, and public sentiment. Facebook, Twitter, YouTube.
• Business Intelligence: Visualization projects using Tableau for the CFO,
• Data Science consulting: Mainly advise companies what kind of structure, technology and human resources they should have to update their current technology to mechanisms and strategies using Big Data techniques and infrastructure.
• Freelance consultant: Supervise other team members on techniques in Applied Data Analytics.
• Machine learning: Short projects in Mine Social Media Sentiment on opinions, trends, and public sentiment. Facebook, Twitter, YouTube.
• Business Intelligence: Visualization projects using Tableau for the CFO,
• Data Science consulting: Mainly advise companies what kind of structure, technology and human resources they should have to update their current technology to mechanisms and strategies using Big Data techniques and infrastructure.
Akademisk baggrund
Bachelor in Economic
Higher University of San Andrés
2024-11 - 2024-11
Graduate Certificate
2024-11 - 2024-11
National Autonomous University of Mexico
National Autonomous University of Mexico
2019-10 - 2019-10
PGCert
University of Military Engineering School
2019-10 - 2019-10
PGCert
2019-10 - 2019-10
University of California
University of California
2019-10 - 2017-08
Duke University
Duke University
2014-02 - 2014-05
Master's degree
King Juan Carlos University
2011-01 - 2012-01
Master's Degree
Applied Economic Analysis University of Alcalá de Henares and Complutense University
2008-01 - 2010-01
Certificeringer
Graduate Certificate