
Hutchinson pairs his love for equestrian with engineering, data analytics to study pro riders' success
3/22/2024 3:39:00 PM | Equestrian
One of Liberty's four individual qualifiers for the April 6 Hunt Seat Zone 4 Finals at Sweet Briar College, John Hutchinson and his twin sister, Claire, also enjoy show jumping back home in Tennessee.
Â
He won the Intermediate Fences and Open Flat divisions at an IHSA Hunt Seat Region 4 show on Feb. 4 at Mary Washington University in Fredericksburg, Va., where he earned High Point Rider honors. He also placed first in Open Flat and fourth in Intermediate Fences at a Feb. 17 show hosted by the Liberty Mountain Equestrian Center. Those performances helped the team clinch the High Point Team honors at the Region 4 Championships at Sweet Briar on Feb. 24 and qualify for Zone 4 Finals as a team with Hutchinson, his twin sister Claire Hutchinson (Limit Flat), fellow junior Macy Ricker (Introductory), and senior Margaret Saunders (Open Flat), the Region 4 High Point Champion — who qualified for the IHSA lntercollegiate National Championships last spring — competing as individuals.
Â
"You can tell first and foremost that he's very passionate about the sport," Head Coach Suzanne Flaig, who earned Region 4 Coach of the Year accolades, said of John. "He works very hard, is very competitive, and is very in tune with his own progress and how to set goals for himself."
With the sport having played such a prominent role in his life — Hutchinson has been riding competitively for more than 10 years and comes from a family of horse lovers — it was only natural for him to bring this passion into his studies. He is working toward a B.S. in Industrial & Systems Engineering with a minor in mathematics, and for his honors thesis is using data analytics to study more than 3,000 professional riders and horses throughout Europe and around the world to determine what factors go into successful showings in the International Equestrian Federation (FEI).
Â

One of the conclusions he has drawn so far is that repetition in practice and competition are keys to success in professional shows.
"When a good rider goes out there, they go around for 70 seconds and it just looks perfectly flawless, like they're not doing anything," he said, "but that comes from riding for hours and hours, hundreds of different horses and thousands of competitions."
The research confirms that practice makes perfect and work ethic is paramount.
"It truly reinforced that a lot of it is not based on talent; it's just based on hard work and experience," Hutchinson said. "The harder you work, the more you ride, the better you're going to get. You need to ride all sorts of horses to get all sorts of different experiences and you get more tools in your tool belt that you can use."
Overall, his research gives a clearer understanding of the show jumping sport using statistical models through machine learning, a subset of AI, and mathematical algorithms to predict outcomes.
"This isn't based on judges, so I like this better because … it's purely mathematical and analytical," said Hutchinson, who plans to work as a data scientist or a machine learning engineer after graduation. "Anything that further advances the use of data and analytics in the industry is beneficial and modernizes it. Data analytics is the future of most industries, and you have to be able to use it to stay relevant."
He will continue his research for the next three semesters.
"I'm just getting started," he said. "I can do a lot more research on how different features about each horse and athlete interact with each other. There are probably 60 features, and I only took the top 10."
Â

"They both are dedicated to the team activities, spend a lot of time taking care of their own horses, and are very successful in the classroom," Flaig said of Claire and John. "It takes a lot of self-discipline. Not a lot of student-athletes would be able to balance those things as successfully as he has."
John said he spends over 14 hours a week at the Equestrian Center, grooming Duvall and practicing with the team.
"For me, I focus on taking care of the horses first because they're living beings, and then I focus on the schoolwork," he said.
Flaig said Hutchinson's dedication to the sport has rubbed off on the other riders.
"John is well respected and liked by his teammates and is a very important leader on the team," she said. "He is a very serious competitor, though you wouldn't know on the surface the level of competitiveness that he internalizes and maintains on a daily basis."
 By Ted Allen/Staff Writer
