Fabian Buchwald Email & Phone Number

Zürich, Schweiz

Zürich Und Umgebung, Schweiz

• Design, development and maintenance of the Relationship Manager Surveillance (RMS) pipeline in a big data environment • Process automation, operationalization of prototypes/subprojects and optimization of code to be pipeline executable for operations• Validation and integration of new data sources, setup of data quality controls and onboarding of international locations into the RMS application• IT partner for release management and project-related platform changes• User… Show more • Design, development and maintenance of the Relationship Manager Surveillance (RMS) pipeline in a big data environment • Process automation, operationalization of prototypes/subprojects and optimization of code to be pipeline executable for operations• Validation and integration of new data sources, setup of data quality controls and onboarding of international locations into the RMS application• IT partner for release management and project-related platform changes• User interface data loading and implementation of data access management• Applying an ensemble of unsupervised ML algorithms for anomaly detection Show less

Zürich Und Umgebung, Schweiz

• Definition and implementation of a new customer analytics infrastructure based on SAS enabling the integration of R models and remote SQL calls on Teradata • Exploiting text mining for sentiment analyses and text classification• Applying diverse statistical methods and machine learning & data mining algorithms for descriptive, predictive and prescriptive modelling, e.g. for customer lifetime value calculation, churn management, client segmentation and marketing campaigns• Project… Show more • Definition and implementation of a new customer analytics infrastructure based on SAS enabling the integration of R models and remote SQL calls on Teradata • Exploiting text mining for sentiment analyses and text classification• Applying diverse statistical methods and machine learning & data mining algorithms for descriptive, predictive and prescriptive modelling, e.g. for customer lifetime value calculation, churn management, client segmentation and marketing campaigns• Project management for interdisciplinary teams, e.g. in the context of the introduction of new software (SAS) and a database migration Show less

Zürich Und Umgebung, Schweiz

• Development and maintenance of a predictive modelling framework for banking products and customer behaviour • Exploiting diverse statistical, machine learning and data mining techniques for descriptive and predictive analyses, e.g. for customer segmentation & profiling, marketing support, portfolio quality assessment, capital flow analysis and churn• Definition of innovative metrics as well as identification of unused business opportunities and development of customer-specific… Show more • Development and maintenance of a predictive modelling framework for banking products and customer behaviour • Exploiting diverse statistical, machine learning and data mining techniques for descriptive and predictive analyses, e.g. for customer segmentation & profiling, marketing support, portfolio quality assessment, capital flow analysis and churn• Definition of innovative metrics as well as identification of unused business opportunities and development of customer-specific solutions• Definition and implementation of a Client Analytical Record for automated data extraction in a multi-data source environment Show less

München

Software developer for the EU FP7 project OpenTox (www.opentox.org) in the group of Prof. Dr. Stefan Kramer. Development of a predictive toxicology framework using REST web services, integration of standard and newly developed data mining and machine learning methods.

München

Development and application of data mining methods in Bioinformatics

Dipl.-Bioinf. (Ms Equiv.), Joint Program In Bioinformatics By Lmu And Tum, 1.1/A (‘With High Distinction’)

Dipl.-Bioinf. (Ms Equiv.), Joint Program In Bioinformatics By Lmu And Tum, 1.1/A (‘With High Distinction’)