What is the current market for commercial implementations of ML algorithms? Interview with Adam Dobrakowski

What is the current market for commercial implementations of ML algorithms? Interview with Adam Dobrakowski

  • 2023-01-23
  • Maciej Szczerba

Do you know the difference between implementing an IT solution based on a machine learning algorithm and a standard IT solution? 

To talk about the challenges in implementing solutions based on machine learning algorithms, I invited Adam Dobrakowski, a practitioner and expert in data science and machine learning, currently Data Mining Expert at MiM Solutions. Adam shares his knowledge on his blog praktycznyml.pl

We spoke in Polish, but captions in English are available if you change the language to the English language on YT. 

In the fourteenth episode of Sherpa Search on Tech, we discuss:

  • What does the market for the implementations of AI/ML solutions look like at the moment? Are such projects actually being implemented and what is the level of complexity of these solutions?
  • For which companies are ‘off-the-shelf’ solutions sufficient, and in which cases are bespoke solutions better suited?
  • How does the implementation of an IT project based on the use of ML algorithms differ from the implementation of standard software in an organisation? What challenges do we face? 
  • How can you show the client the return on investment when implementing ML algorithms? 
  • What does working with implemented ML models look like in practice?
  • What is MLOPS?
  • R&D projects in Poland 
  • Examples of solution implementations for e-commerce and the healthcare industry. 

and not only about this, as we also recall the history of Xerox, Steve Jobs, Microsoft and discuss the role of the state in supporting innovation. 

Links:

Adam Dobrakowski   na Linkedin   

Maciej Szczerba  na Linkedin 

Adam Dobrakowski's Blog 

Blog post about  MLOps  on the blog of Maciej Szczerba 

Listen to the episode and subscribe to Sherpa Search on Tech on your favourite platform:

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