Simon Kern

Customer Revalorization and Retention with Generalized Linear Models (priority ranking and lift optimization within conformity guidelines of regulators). Lead Scoring for Marketing, Generalized Lead Score based on propensity to buy and lifetime value. Topic Modelling for Claims segmentation, automation of Claims management and Clustering.

TV Stream Segmentation - Custom Metrics - Analysis

Complex pipeline design and maintenance

Dual LSTM inference and aggregation

Recommendation team, Click-Conversion optimization, Data Flow, Auto ML, Automatization, Image Similarity. NLP/Research Team, BERT framework, deployment of models to production, Implementation of French NER. Text Classification: training a multi-class model (SVM, RF, CONV-NET) on diverse datasets and establishing quality KPIs.