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Daryle Serrant - ByteSolid Solutions Home - Daryle Serrant
me

I build software for companies and use AI/ML to help organizations run efficiently.

For over 11 years, I've been building products for companies in Aerospace & Defense, Consumer Electronics, Health and Wellness, and Renewable Energy. I thrive on challenges and love problems that allow me to use my broad array of engineering and data science skills to build end-to-end solutions.

Some of my Work

Latest Posts

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BG/BB CTLV Modeling for Charities

Do you run a professional conference that occurs periodically? Are you an owner of a cruise line or a blood drive? Perhaps you own a church. If any of these apply to you then you’re running a business that operates in a noncontractual, discrete-time context. Noncontractual discrete-time contexts are business settings where customer transactions occur …

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Gamma Gamma Bills Y’all!

If you’ve been following my series of posts on customer lifetime value prediction, you should be well aware of Pareto/NBD and BG/NBD. Both models can be used to estimate the lifetime of any given customer and predict the number of transactions the customer will make while alive. It would be nice if we could also …

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Introducing BG/NBD Models

In my last post we examined the nuts and bolts of the Pareto/NBD model. If you haven’t had a chance to read it, you can find a link to the article here. The Beta Geometric Negative Binomial Distribution, or BG/NBD for short, is another probability model that is frequently used by practitioners predict customer lifetime …

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