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June 11, 2025 129 mins

Second guest episode of the SP era - with a guy living the dream. Akash worked in the front offices of the New York Yankees and Miami Dolphins as well as a Google data scientist before leaving it all behind to be a full-time bettor.

This builds on our recent modeling episodes as we take a jump from simple/ regression based models into the AI/ML blackbox.

You can find Akash in the GP Discord under the name joshroyale

00:00 Show Intro 
01:50 Yankees Front Office 
11:05 Transition from Sports Analytics to Betting  
23:30 Data Pipelines, Friction Reduction and Useful Features  
39:45 AI vs. Pro Sports Bettor
49:50 Modeling Philosophy: Transparency vs. Black Boxes  
1:11:35 Handling Downswings and Model Validation  
1:17:00 News Roundup: IL Tax, FanDuel Ban, Polymarket x Twitter  
1:30:50 Listener Q&A


 

Welcome to The Risk Takers Podcast, hosted by professional sports bettor John Shilling (GoldenPants13) and SportsProjections. This podcast is the best betting education available - PERIOD. And it's free - please share and subscribe if you like it.

My website: https://www.goldenpants.com/

Follow SportsProjections on Twitter: https://x.com/Sports__Proj

Want to work with my betting group?: john@goldenpants.com

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