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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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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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John Elkann should be trackside with Ferrari every race next year in 2027–not unlike Toto Wolff, not unlike Zak Brown. Further, John’s leadership can be assessed by the board YoY When trackside decisions are detached from the track—it distorts operational realities. #F1
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holy shit lando did put his whole damn head into the sparklers i thought it was just the angle
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🚨🚨Charles Leclerc receives a 5 second penalty for causing a collision
DOC 79 - Infringement - Car 16 - Causing a collision fia.com/documents #SaoPauloGP #F1 #FIA
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LEC now drops to P8
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Driver Standings After Brazil 🇧🇷 Lando Norris enters the chat 👀 #F1
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IMPRESSIVE results from both Red Bull drivers in Brazil! #F1
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Massive congrats to Mercedes— CONSTRUCTOR CHAMPIONS 🏆 #F1
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Of the front runners—Only George and Charles stay out as of lap 55/71
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The Ferrari in sector 3–oh my days 🫠 #F1
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INSANE starts by HAM and VER🚀
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ITS POLE FOR LANDO NORRIS🟠 in 🇧🇷—his 20th pole in Formula 1 #Formula1
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🫠
HAMILTON'S ENGINE IS BROKEN, WITH TERRIBLE SOUND AND SMOKE
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🔴Ryo Hirakawa takes his first POINTS with Haas on debut as a result #F1
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A WORLD CHAMPION RETURNS TO MERCEDES 🏆 #F1
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Should the Ferrari drivers have enforced rules of engagement?
85%🟢YES
3%🔴NO
12%🟡WHAT THEY HAVE WORKS
33 votes • Final results
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The TOP 5 in the Driver Standings ANT is now crowned WORLD CHAMPION🏆 VER takes P2 and HAM in P3 #F1
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MERCEDES now have a WORLD CHAMPION 🏆back on the team since Lewis Hamilton #F1
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What an impressive podium— 3 WORLD CHAMPIONS sharing the moment 🏆 #F1
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KIMI ANTONELLI: FORMULA 1 WORLD CHAMPION 🏆🇮🇹 #F1
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