In her day job as a vice president at the advanced technology company Booz Allen Hamilton, Catherine Ordun, Ph.D. ’23, information systems, leads teams of engineers working on far-out AI tech. In the evenings, she crafts a different type of futuristic world, putting the finishing touches on a sci-fi trilogy featuring two alien brothers at odds with each other over a plan to invade Earth, which she hopes to publish in early 2026.
Ordun started writing the books in 2022, as a break from her intense computer science Ph.D. research work, which she completed in 2023 under the direction of UMBC assistant professor Sanjay Purushotham. Although fiction writing and coding seem to call for different skill sets, the two pursuits share some defining features, from the mental challenge of connecting ideas to the satisfaction that comes from completing a herculean task. In both, Ordun embraces the thrill of creating—whether an imaginary world where characters grapple with technologically infused questions of identity and purpose, to the seemingly sci-fi, yet very real, AI tools that will shape our own tomorrows.
Tools of the trade
- A thirst for knowledge
- A pen and paper (when you need old fashioned tools)
- Computer (when you need digital assistance)
- Vision and discipline
- Lots of coffee
Step 1: Hit the books
Ordun voraciously consumes knowledge and ideas. Although she earned her bachelor’s degree in biology, not computer science, she became deeply interested in machine learning around 2015, while working as a data scientist for Booz Allen Hamilton. “I became fascinated by the idea, just like really, really obsessed,” she says. “And for five years, I taught myself.”
Ordun’s favorite book from this time was Deep Learning, by Google AI researcher François Chollet. “It is like dogeared to the max. I went through every page and I typed out every line. I learned so much, from natural language processing to computer vision.”
When Ordun decided she needed a brief break from technical research, she kept right on reading—though she turned to sci-fi books, from the cyberpunk novels of William Gibson to the technically elaborate works of Neal Stephenson. “At the time, I was also very interested in simulation theory, this kind of Matrix-like idea that we could be living in a computer simulation.
And I thought, ‘You know what, I’m going to write my own sci-fi book, so I can explore this idea.’”
Step 2: Get your hands dirty
Once you have some background knowledge, it’s time to dive in. Ordun wrote the first draft of her novel (which she eventually split into three parts and named the Morfyk Trilogy) in under three months. “It was a horrible, horrible first draft. And it was huge, like 600 pages long,” she says. She revised it multiple times herself, and then hired a professional editor.
Ordun says working on the books has become a nightly ritual. “Every night, even if I’m dead tired, I tell myself to just put five words down, it’s better than zero.”
In her AI-work, Ordun tackles problems on a similarly compressed timeline. “One team I lead is called AI rapid prototyping, and we basically crank out prototypes for exquisitely hard AI problems in about four weeks.”
Ordun isn’t committed to any one way of transforming ideas from her brain into a tangible object. Sometimes she reaches for pen and paper, other times she is coding and typing on a digital screen. What unites the efforts is the desire to build, be it novel AI-tools for a client or a different universe she can escape to when the work day is over.
Step 3: Tackle the hard problems
Book authors and scientific researchers share the challenge of birthing something entirely new. When searching for the fertile ground that could yield unique knowledge, tools, or stories, it helps to lean into profound, hard problems.
Ordun says the most rewarding part of her Ph.D. work was tackling a long-standing challenge in computer science—how to match up differently sized images of the same object, and finding a new way for computers to train themselves to do it.
She says her book writing also took a more fulfilling turn when she started to reflect on her own traumas and anxieties and the big themes of purpose and identity. She explored morality, the nature of reality, and her characters’ fluctuating sense of themselves. “I found I was pouring a lot of my own self into this book, so it became much more than “What if we live in a simulation?”
Step 4: Assemble your team
The work of creating new worlds is monumental, so it helps to have a solid cast of characters supporting you. Ordun praises the engineers she leads at Booz Allen, who she says are tackling some of the toughest technology challenges out there and pioneering innovative solutions.
In the writing sphere, she credits editors and volunteer readers for helping her hone her “horrible first draft” into polished prose.
More recently, Ordun has turned to teaching, in a sense educating future collaborators. She joined UMBC as an adjunct assistant professor in summer of 2024, and she regularly engages with aspiring young computer scientists on TikTok, answering questions and commiserating about coding problems.
“I learn by imagining having to teach a concept to someone else,” says Ordun. “So now I’m actually teaching and it’s something I really enjoy doing.”
Step 5: Celebrate your successes
Ordun isn’t shy about admitting setbacks. She talks about her strings of rejected papers, the coffee-fueled problem solving sessions that turned into pure error finding missions, and the red ink-filled drafts that her book editors send her. Sometimes to release stress, she needed to lace up her shoes, grab the dog, and just go for a run.
Obstacles are a natural part of any pursuit where you push into the unknown. And so, when you do have success, it’s important to take a moment and take it in. “The moment I finished my book, I was out on my deck, it was 10 p.m. at night. I don’t want to sound melodramatic, but I almost cried,” Ordun says. “I felt I had created something totally new, a new universe. It was a similar feeling of pride to passing my Ph.D. dissertation defense.”
Tags: COEIT, how to, IS, Spring 2025