Ana Batanero Akerman

I worked driving innovation within the company. I developed advanced credit score models and application fraud detection models with using deep neural networks and data sources of different nature. My additional responsibilities included: • Project management: ensure a smooth project development and successfully meeting project deadlines • Data solution architect: design system architecture for production system.

• As digital campaign expert I designed digital personalisation campaigns to improve customer experience and increase conversion. I worked on end-to-end design of MVT (multi-variate tests) including design of the personalisation, definition of test groups, tracking requirements and KPIs and analysis of results and communication of learnings. • As a project manager I supported in project planning, business case definition, risk analysis, potential revenue and cost analysis.

• I developed and deployed an anomaly detection system for signal failure detection. • I developed a churn prediction model based on banking transactions.

My main role was statistical analysis of networking data, trend prediction, reports and visualization. I also worked on time series analysis and customer segmentation.

I served as main researcher and developer of Text Mining models. A key component of our TM product was continuous self-learning.

* Vanilla NN * CNN * RNN * GAN * Deep Reinforcement Learning

* Simulation and prediction techniques * Financial Risk Management * Numerical methods in Finance