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Dmitriy Wolkenstein

The Importance of understanding profitability of each customer

What are we discussing here? In this piece, we will delve into a method that empowers banks with deeper insights into their existing operations, facilitating a structured approach to discerning primar...

13 Oct 2023
Digital Bank Transformation
Dmitriy Wolkenstein

Navigating the Non-Uniform Data Landscape: The Promise of Feature Stores

Hi all, Today we are continuing with our series of articles about data usage, AI/ ML modeling, and analytics in banking. Start. In today’s data-driven world, businesses have a wealth of information av...

09 Oct 2023
Big Data
Dmitriy Wolkenstein

Addressing Data Censoring in Credit Analytics and Model Building

Hi all, Nice to see you again. In this topic, we would like to start with an example to describe the problem of loan portfolio analysis better. Problem example: Data censoring, or the process in whic...

08 Oct 2023
Big Data
Dmitriy Wolkenstein

Deconstructing the Data Dilemma in Banks: Banks have a false sense of having data

Hi all, It's Dmitriy from TIMVERO. Today we are starting our series of articles about data usage, AI/ ML modeling, and analytics in banking. First one is going to be about issues with data availabili...

06 Oct 2023
Big Data
Dmitriy Wolkenstein

The Crucial Role of Experimentation and Testing in Today's Competitive Banking Landscape

Hi all, Nice to see you again. In this topic, we would like to continue with an exploration of the problem and potential solutions to improve loan portfolio analytics. Introduction In today’s high-st...

04 Oct 2023
Analytics in Banking

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