[AI Journey track] How to work with a customer profile using AI?

What is customer profile and what is the difference between profile and raw data, features; How to storage, update and security 108 mn customer profiles; How to manage and motivate data people to create new valuable features; New generation of customer profile:  Automining customers data and how LLM (Gigachat) helps;  Zero party data – why people think that you remember everything what they say;  Data recovery and data augmentation (KNNImputer, missForest, Forest Flow, etc.);  Social grafs as new approach for communication principles;  How to move from static aggregates to vectors/sequences and how it changes understanding of your customers;  Facts – new type of features.