CODEF(x) (@code____Fx) header
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Machine Learning, Game Theory and Data Analytics for Motorsport

Joined March 2021
Had a lot of fun building this model An ML-powered tool that can analyze and optimize racing lines, compare strategies across drivers, and deconstruct strategic decisions at race starts Loads to do still but progress! Stay tuned! #F1 #IndyCar #Motorsport
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Replying to @ashvarro
🇯🇲🇯🇲🇯🇲🇯🇲🇯🇲
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Congratulations @SpaceX! For the first time in human history, a spaceship has been caught by a launch tower. What an extraordinary engineering achievement. 🎥 by @KEnagonio
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This is INCREDIBLE!
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Agreed—more of this type of coverage
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🚀🚀🚀
BREAKING: 2026 F3 champion Ugo Ugochukwu graduates to Formula 2! 🎓 The American driver will continue with @CamposRacing as he makes the step up for 2027 🤝 More info ➡️ fiaformula2.com/en/latest/ar… #F2 #RoadToF1
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CODEF(x) retweeted
BREAKING: Racing Bulls retain Arvid Lindblad and Liam Lawson for 2027 #F1
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Replying to @wearetherace
Would love to learn what the chain of command is between a team like Ferrari, versus a team like Red Bull
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F1 has informed Imola that it won't be required as a race venue at the end of this season. Plan remains to race in Qatar and Abu Dhabi, and if that needs to change then the season will end in Las Vegas #F1
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Replying to @SmhHeist @techndly
Okay! Fair enough—you are saying the solution is that Elkann should INCREASE the distance to the F1 team and not decrease it (like I’m suggesting) It’s a fair point btw Thanks for engaging! Appreciate all of the comments!
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Replying to @SmhHeist @techndly
Yes—but he does not hold unanimous governance.
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Replying to @SmhHeist @techndly
Here is a devil’s advocate position—The WEC team is succeeding under Elkann’s leadership which he can point to to suggest his effectiveness. Just not the F1 team. Okay let me ask you this—what would you suggest? Given the existing structure
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Replying to @SmhHeist @techndly
Yes—but he is not the only board member And if his responsibilities shift more towards trackside outcomes; then that means his decisions are significantly more consequential to his own position
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Replying to @Unpaid1ntern
Though, the counter to all of this is the performance of the WEC team
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Replying to @Unpaid1ntern
I agree with you—I think his responsibilities (and therefore accountability) ought to be anchored to trackside performance. Right now he can take material decisions about trackside operations without consequence to his own position
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