AI & ML


Business Impact


Instead of our normal format, this month's presentaion is from DeveloperTown's MindMeld Series.
 
AI / ML (artificial intelligence and machine learning) is having a big impact in our lives, our work, and our businesses. So what should we be looking out for? And how should we be preparing? 
 
To explore this topic, I (Alex Billingsley) was joined by fellow DeveloperTown tech experts, Data Practice Leader, Brian Rowe and Senior Software (Data) Engineer, Joe Christman. Together, we discussed how terms have changed, news in large language models, examples of existing AI / ML models,and much more. As we talked, the conversation expounded on how businesses can prepare their data for excellent ML, the dangers of AI, and the need to cultivate critical thinking.  

“Data prep is the foundation for any kind of a project that you want to do in AI or ML. And, generally speaking, it’s one of the most dangerous parts because it sets the course for how the project’s going to go. It’s kinda your limiting factor.” -- Joe Christman 

AI / ML Business Impact with Alex Billingsley, Joe Christman, and Brian Rowe

 (53 min listen)

In this episode:

  • Changing terms for AI and ML, including (LLM) Large Language Models 
  • ML in everyday tech: current and future applications 
  • How ML works:  
    • Supervised 
    • Unsupervised 
    • Reinforcement 
  • Text and audio to generative models, including entire 3D worlds and instant manipulation 
  • Work and business applications 
  • Necessity and How To of business data prep for ML 
    • Cleanup of data 
    • Removing bias 
  • Dangers of AI: 
    • Job shifts 
    • Security and Privacy 
    • Legal and Ethical 
    • Unexpected bias 
    • Trust, including Deep Fakes  
  • Cultivation of critical thinking 

Connect with Brian Rowe

Data Practice Leader at DeveloperTown

With 20+ years’ experience in Business Intelligence, Analytics, Project Management, Serial Entrepreneurship, Product Management, and eCommerce Strategy, Brian Rowe works with new ventures to bring exciting ideas to market. 
Linkedin - Brian Rowe   

Connect with Joe Christman

Senior Software (Data) Engineer at DeveloperTown 
 
Joe Christman makes databases better. His core skill set involves building robust, scalable data models for analytical solutions including the full ETL lifecycle from initial ingestion through the preferred OLAP structure and into the visual layer. He has hands-on experience in all three major cloud providers, Azure, AWS, and GCP, as well as a variety of SQL dialects and Business Intelligence tools. 
Linkedin - Joe Christman  

Connect with Alex Billingsley 

Alex Billingsley is Vice President of Engineering at DeveloperTown and a host of The Innovation Series podcast. A graduate of DePauw University, Alex has extensive experience in systems development, iOS, web development, product development, and product application. 
Linkedin - Alexander Billingsley 
abillingsley@developertown.com   

Connect with DeveloperTown

DeveloperTown is a multi-faceted software consultancy for today’s IT and Business Leaders. They create world-class digital experiences to help businesses succeed in a competitive digital world.
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Hear more inspirational and motivational interviews like this one at TheInnovationSeries.com, brought to you by DeveloperTown.

Past Interviews

Dr. Justin SchragerVital Software

Brian PoppeMutual of Omaha

Dustin ZieglerElevance Health

Dr. Joshua Vest, PhD, MPHIndiana University

Helen RobbH&R Block

Therese Fessenden NN/g, Microsoft

Brittni BoweringSPRINT Facilitator, AJ&Smart

Fabricio TeixeiraWork & Co, UX Collective

Jake KnappSprint, GV, Microsoft

Radhika DuttRadical Product Thinking

John ZeratskySPRINT, Make Time

Tobias van SchneiderSemplice, Spotify

Jeff GothelfLean UX Author

Taylor PalmerUX Tools, Neighbor

Daniel BurkaResolve to Save Lives, GV

Carie DavisYour Ideas are Terrible, Coca-Cola

Sean AmmiratiDirector, Corporate Startup Lab at Carnegie Mellon

Aaron LerchWhy designers and developers need to invest in being equal partners

Alex BillingsleyHow to get designers and developers on the same page