Richard O. Olanite

@AleyeUthman Thank you

@thatboypage__ This project is very well designed…Amazing work that is

Most predictive maintenance models fail long before deployment — not because of the algorithm, but because of how the target is defined. I worked on an industrial predictive maintenance problem involving air filter degradation and initially engineered pseudo-RUL labels using: RUL = Maximum time − Time The models looked excellent during validation. Until I evaluated on the official run-to-failure test dataset. R² collapsed to ≈ 0.21. Feature importance analysis revealed the model was learning lifecycle progression more than actual degradation behavior. That completely changed the direction of the project. I redesigned the problem using a physics-informed target based on the actual failure threshold: Target Capacity = 600 − Differential Pressure That introduced another challenge: target leakage. After leakage-aware feature redesign and degradation-focused modeling, the refined model achieved: • R² ≈ 0.94 • RMSE ≈ 30 More importantly, the model shifted toward learning degradation dynamics instead of reconstructing the target directly. This project became less about model tuning and more about understanding what the model was actually learning. Medium article: medium.com/p/when-a-predi… GitHub: github.com/thatboypage/in… #MachineLearning #PredictiveMaintenance #DataScience #AI #Engineering

@richardolanite/when-a-predictive-maintenance-model-learns-time-instead-of-degradation-35ce30701fc7" target="_blank" rel="nofollow noopener">medium.com/@richardolanit…

I hope the dude who invented iLovePDF is living well, that king

“Zhang et al.” have to be the most cited authors alive.

@Persia51526417 @phil_roman_ @sportingking365 Exactly. It’s as simple as that.

@thatboypage__ @phil_roman_ @sportingking365 Nope that's not it . Play Shaw in dorgu positions and play one cb at back . Then play Mount where Diallo is

We've only won once this season when Dorgu starts. Just saying...

@LopeyVictor @sportingking365 If he’s not fit to play, then there’s no point in bringing him to warn the bench. We already lost Cunha, you gotta risk it. We can’t afford to keep losing these small games. Think about it

@thatboypage__ @sportingking365 Martinez? Na so slow??? U expect him to start after such a long time off? Coachee🙌

@phil_roman_ @sportingking365 They also lacked so much urgency before the goal, which is something they are fund of.

@thatboypage__ @sportingking365 Martinez is just coming back from a long injury.

I'm recruiting PhD students! I'm interested in: 1. Understanding how LLMs 'see' the world (ex: LMs can't see conspicious omissions, see AbsenceBench) 2. How can we make things with LLMs that have never been made before? (ex: Communnication Games, see 📌) 3. See my other posts :)

@iam_darmmy @AskMichaelTaiwo @MtScholarships Rooting for you.

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@sportingking365 No English team is defending that way for sure. Good finish though.

Really happy for him tbh

The US is the land of Scholarships!!! Here's a curated list of 40+ universities offering full funding & application fee waivers for Fall 2025! 1. American University 2. Arizona State University 3. Aquinas College 4. Ave Maria University 5. Berea College 6. Boston University 7. California State University, Sacramento 8. Central Michigan University 9. Central College 10. Clemson University 11. Colgate University 12. Cornell University, USA 13. Emory University 14. Grand Valley State University 15. Georgia College and State University 16. Gustavus Adolphus College 17. Illinois Wesleyan University 18. Michigan Technological University 19. Miami University (Waiver for undergraduate) 20. Millikin University 21. Minnesota State University, Moorhead 22. Montclair State University 23. Ohio State Lima 24. Rice University 25. University of Southern Maine 26. University of Dayton 27. University of New Haven, USA - Undergraduate 28. University of Rochester, USA - Form 29. University of Lynchburg 30. University of St. Thomas, Minnesota 31. Southern Illinois University, Edwardsville 32. Wellesley College, Massachusetts 33. Western Carolina University 34. University of Alaska Fairbanks 35. University of Arkansas 36. University of California, Berkeley 37. University of California, Davis 38. University of California, Irvine 39. University of California, Los Angeles 40. University of California, San Diego

“Before you begin, learn how to finish.”

@_kenzie_jr @sportingking365 Same problem, different season. Stacking up stats with nothing to show for it. Like the stats will bring the 3 points. Against freaking Burnley!

@thatboypage__ @sportingking365 This game should have been put to bed from the first half.

Wow.

@RegistaCall Garna earns around 50k weekly so he could easily be sold for about 50m-60m if not for his stinky attitude.

Very very conservative: Garna 30m Antony 25m Malacia 5m 😭? Hojlund 25m Sancho 15m We can at least raise 100m from the bomb squad