Career Advisor – Everyday Genius: How you’re using machine learning without knowing it

November 8, 2024 by Prachi Tomar

Congratulations, you’re a machine learning expert! Surprised? Don’t be. Every day, through the most mundane of decisions, from guessing the next song on your playlist to predicting the victor in a cockroach race, you’re employing the core principles of machine learning.

For more about this article see link below.

https://ieeexplore.ieee.org/document/10737909

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IEEE Women in Engineering Magazine is the first magazine to focus on issues facing women who study or work in IEEE’s fields of interest.

IEEE Women in Engineering Magazine strives to recognize women’s outstanding achievements in electrical and electronics engineering as well as enhance networking and to promote membership in IEEE Women in Engineering.

The publication also advocates for women in leadership roles and career advancement for women in STEM professions, and it facilitates the development of programs and activities that promote the entry into and retention of women in engineering programs.

A Catalytic
Conversion

Twenty-three-year-old Alayna Westcom stood onstage in a white dress with a blue atom emblem, blue shoes, and lab glasses. On a table covered by a white tablecloth, she added hydrogen peroxide and potassium iodide to a little soap and then stepped back to watch. “Don’t try this at home,” she teased as white foam erupted onto the stage. It was a catalytic decomposition reaction that goes by the nickname “elephant’s toothpaste.” The hydrogen peroxide rapidly decomposes into water and oxygen gas, and when the gas gets trapped in the soap, voilà—bubbles, and a huge shot of foam.

This was the 2015 Miss Vermont pageant, and Westcom was crowned the winner. She would perform this experiment again when she represented Vermont in the 2016 Miss America pageant. In both pageants, she was the first contestant to perform a science experiment as her talent. As Miss Vermont, she spent a year visiting all 251 cities and towns in her state under the platform “Success through STEM.” Her goal was to teach science to thousands of students in an entertaining and hands-on way. There’s not a lot of fun in science today, she feels, and this matters because that’s how her love of science began—by getting her hands dirty. Westcom’s parents bought her and her siblings a toy microscope when she was very little, and they used it to do things like look at the wings of bugs.

These were “kid things,” sure, but also entomologist activities. Then, all of her science classes in elementary and middle school were fun and interactive. They were always moving around the classroom—they built their own rollercoasters and dissected chicken wings to study muscle attachments and movements and then cooked some to eat. “So many of my teachers had an impact on my career in ways they will never know,” Westcom says. “They were always making sure we were learning and having fun at the same time.”

When she got to high school, Westcom was drawn to forensics and crime investigation. Prime-time crime dramas like CSI certainly helped drive that interest, but she enjoyed her forensics class so much that she decided to study forensic science in college. She received her bachelor’s degree from Bay Path University in Massachusetts and then continued on to earn a postbaccalaureate certificate in medical laboratory science. Today, Westcom works as an autopsy technician for the University of Vermont Medical Center and as a medical technologist at Northwestern Medical Center. That’s two jobs. And she’s studying to take the Medical College Admission Test. She often works a day shift at one job and then goes to the evening shift at the other, but she likes both—they’re different, unpredictable, and ensure she’s always learning. In the lab, it’s not unusual to see her sitting at a microscope looking at a peripheral blood smear or a wound culture smear, analyzing for abnormalities. Each day brings different cases, new diagnoses, and new people. No matter what, she still loves looking through the microscope.

“Miss”ing the Point
So, what’s it like to be Miss Vermont and a scientist? Well, you have to work extra hard to be taken seriously. Westcom knows what people are thinking when they tell her she doesn’t look like a scientist or that she’s too pretty to be a scientist, but unfortunately it doesn’t stop with just words. “I’ve found that more often than not, I’ve got to go above to prove that even though I look put together, I’m still smart and focused,” she says.
For some reason, it’s hard to convince people that there’s no connection between the two, that “looks don’t dictate intelligence,” Westcom explains, so she has this advice to all young women: ignore them. “Do not let others dictate how far you will go,” she advises. “Of course there are negative stereotypes out there but they do not need to apply to you.”

In other words, just believe in yourself and keep on moving. One tactic that Westcom believes makes this easier is finding women in science, technology, engineering, and math fields to serve as role models. “There are women who have been through so much, have been in your shoes, and know what it is like, and they are more than happy to see you succeed,” she says.

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