Peter Szabados

Automotive Industry

Several projects in the automotive industry: - predictive maintenance - connected car - signal processing - sales / after-sales predictions Tools/technologies: - Python, scikit-learn, numpy, pandas, matplotlib, Keras - Hortonworks Hadoop, HDFS, Hive, Pig, Scala, Spark, Kafka - AWS CloudFormation, Terraform - SPSS Modeler, SPSS Statistics - R, KNIME, MATLAB - Tableau - Teradata, Oracle, talend

Main achievements: Developing a SAS infrastructure to evaluate the success of marketing campaigns. Compare customer response in target and control groups and generate standard reports. Analyze the shopping activity of customers, cluster them by preferences and life-style. Design a customer life-cycle model and implement it in SAS DI Studio. Tools/technologies: SAS Base, ODS, GRAPH, STAT, SAS Macro Language, Enterprise Guide, Enterprise Miner, SAS Data Integration Studio, Oracle SQL Developer

Main achievements: Developing the front-end of the passenger-network planning application in Java. Network visualization, user configuration management, creating new GUI elements. Leading the front-end development team in Budapest, couching new colleagues, planning deadlines and releases. Constant communication with the German partners.

Main achievements: Design and implement machine-learning solutions for passenger-network planning. Preparing the data, using advanced analytics and machine-learning technics in SAS to forecast the future passanger-flow. Developing and testing statistical models and fine-tuning the model parameters. Tools/technologies: SAS Base, GRAPH, STAT, SAS Macro Language, Enterprise Guide, Enterprise Miner, Data Integration Studio

Main achievements: Designing and developing automated trading algorithms and test them on the major US stock markets. Find optimal parameter settings to maximize the profit, analyze trade executions and trends and set up a new test environment for algorithm development. Creating weekly and ad-hoc reports for the management. Tools/technologies: SPSS, SAS Base, STAT, GRAPH, mySQL, Python, C++, CVS, batch scripts

Statistics, differential equations and cryptography.