Price_optimization

Research in to Modern Techniques to Optimize Price (Genetic algorithms, hill Climb, Particle Swarm)

Severity_models_light_gbm

Modelling Average cost for claims using Light_GBM - as a Tutorial on this algorithm

Insurance_Claims_Segmentation

Insurance_Claims_Segmentation

Hyper-parameter-Tuning

Different approaches to fine tune hyper parameters (from grid to bayesian optimisation)

Unbalanced-Data-Analysis

Self Study on the ways to handle unbalanced Data sets for classification