BUSEINESS Wealth Management
PROJECT Establishment & leading of predictive analytics team from scratch
DESRIPTION * Built up a data science team, AI strategy, function, processes, IT landscape
* Defined problems/cases (e.g. churn, product affinity, portfolio optimizer etc.)
* Integrated AML modules for abnormal transaction detection
* Created data pipelines (collection, preparation, transformation, mining etc.)
* Fitted, tested, ensembled models, did solution & architecture design
* Achieved & promoted to top management highly reliable predictions to create
business value and secured budget for further projects
TEAM 6 functional reports
TOOLS MS Project, R, Oracle, Tableau, Excel, PowerPoint, Visio,
Rapid Miner, Bloomberg