Work Experience

How each step led to the next.

Trader I

Caesars Sportsbook · August 2024 – current · Las Vegas, NV

Working in sports was something I'd wanted my whole career—finally, I could apply everything I'd learned in a domain I genuinely cared about. The theoretical knowledge from university, the practical discipline from Nance's, the systems thinking from teaching, the ability to see impact from case work—it all converged here. But what surprised me was the scale. A 24/7/365 operation isn't a theory exercise. I learned to appreciate every role in that machine: engineers building infrastructure, programmers writing the code, analysts tracking performance, management holding vision, stakeholders managing constraints, and users depending on it all working. I could see how it all coalesces, how one person's work ripples through the whole system.

With that said, I've accomplished what I set out to do here. I've applied my skills to a domain I care about, learned how complex systems operate at scale, and proven I can deliver. But I've also learned something more important: the work I'm most interested in is the infrastructure itself—the systems that make everything else possible. That's where I want to focus next: building the pipelines, architecting the data layers, designing the systems that others can depend on.

HR Data Analyst

Nance Staffing · January 2023 – July 2024 · Remote

Nance's Staffing brought me on as an HR analyst to solve a specific problem: their ATS and standard systems could filter applicants, but the boss wanted flexibility they didn't have. He wasn't just looking to fill positions; he wanted to identify lasting, dedicated employees—the kind you can't spot from a resume alone. I built the pipeline they needed. I created dashboards to observe metrics as applicants moved through the system, and I built tools that let the team adjust things themselves without coming back to me. The work was intense upfront—designing systems, validating data, testing—but once everything was established, it tapered to maintenance. Weekly check-ins, spot fixes, making sure the machine kept running.

But the real value was what it did for me. For the first time, I was applying what I'd learned in theory to a real problem with real constraints. No expected outcomes, no textbook solutions—just me and a problem that needed solving. The systems only performed as well as I'd prepared them, which meant I couldn't hide behind theory or intentions. I had to make it work. Nance's was patient with me as I figured things out, and that patience mattered. It was my first real step as a practitioner, not just a student. It gave me the confidence to know that I could take what I'd learned and make it real.

M.S. in Data Analytics

Colorado State University Global Campus · June 2023

I chose Colorado State's online program because I needed flexibility—I was still working full-time in South Korea—but more importantly, I wanted to specialize in something real. I picked Healthcare Analytics because the Southeast has a dense healthcare industry and an aging population, so it felt like a practical choice. But the degree did something I didn't expect: it opened the world. I was computer literate before, but I didn't understand how extensive and attainable programming could be. Once I got a taste, I had to learn more. Suddenly, what felt impossible became possible. I could write a program to judge writing skills. I could do NLP analysis. I could build language-learning tools. I could assist any field I wanted with software. It sounds cliche, but I felt more capable than I ever had.

The degree taught me what I actually wanted in life and how I could contribute to goals I cared about. It showed me that systematic thinking—the skill I'd discovered in the classroom—could be applied to building tools, solving problems, making things. It wasn't just about analyzing data; it was about the possibility of creation. The degree was the foundation, but more than that, it was permission to believe I could learn anything I set my mind to.

Teaching Abroad

Reading Town → Lingua Academy — South Korea · 2017–2022

I went to South Korea to teach ESL to children ages 5–14 in academy settings designed to mimic American classrooms. What started as an instructor role evolved: I became Head Teacher of a five-person department, which meant I had input on curriculum and pedagogy, but more importantly, I became a bridge between Korean and foreign teachers—interpreting not just language but educational philosophy and classroom culture. I also participated in research visits to other academies to study teaching practices. Over years, I watched kids develop from uncertain to confident, and learned to balance education with play in a way that made difficult lessons stick.

But the deeper learning was about myself. I discovered that I have a systematic way of thinking—if I harness it well, it becomes a tool for accomplishing things I didn't believe I was capable of. I had real public speaking anxiety when I arrived, but over five years, I learned to overcome it. By the end, I could command a classroom of thirty kids, manage a team of teachers, and present to peers. That's not small. It showed me that limitations can be surpassed with enough dedication and creative thinking.

Case Work

World Relief — High Point, NC · 2015–2017

I worked as a Case Aide at World Relief, supporting the caseworkers above me by filling every gap in the pipeline: airport pickups, job training classes, English classes, government program liaison work, food shopping, connecting families with locals from their own countries, verifying and filling out paperwork. It sounds scattered, but it was coherent—I was the bridge between newly resettled families and the infrastructure of their new country. Over two years, I worked with families from more than 40 nations, hundreds of them, speaking countless languages. Family sizes ranged from two or three people to more than twenty.

The work gave me something rare: the ability to see the result. In most jobs, you ship something and never know if it landed. Here, I watched families move through their first 90 days in the country—the critical window when they had to find jobs and begin contributing. It was beautiful to see them acclimate, to watch them go from confused and overwhelmed to oriented and capable. But beyond that, the work showed me what I actually want from a job: something that has an impact on society, not just on a quarterly report. It also sparked a wanderlust I didn't expect—if these families could build lives in a new country, what could I do in one?

Small Business

Broadway Cafe — Greensboro, NC · 2012–2014

While finishing my undergrad, I opened a small café serving American and Mediterranean breakfast and lunch. It was mine to build, which meant everything—the success, the failure, the grinding daily work—was on me. I learned something that sounds obvious in theory but hits differently in practice: a business advances only as far as you're willing to push it. Everyone talks about hard work paying off, but you don't really understand it until the only person who can make it happen is you. That forced me to build a work ethic that wasn't borrowed from a boss or a deadline—it came from inside.

The café made money for a while. Then regulations shifted, and what I could do within the location shrank. But by then, the real lesson had stuck. I'd learned that discipline and focus—the truest forms of these—come from within, not from external structure.

B.A. in Anthropology

UNC Greensboro, NC · December 2015

I came to UNC Greensboro to study anthropology because I wanted to understand how humans work—both culturally and physically. The discipline taught me something that stayed: knowledge isn't built on certainty, but on evidence and educated guesses. Most of what we know about the past, we've constructed from fragments, patterns, and inference. That shaped how I think. It taught me rigor in the face of incomplete information, and skepticism toward neat explanations.

But more than the theory, I fell in love with the practice of documentation. Anthropology is meticulous work—you're recording details, noticing what others miss, building a case from specifics. That obsession with detail, with the idea that God and Devil live in the small things, stuck with me. And underneath all of it was a simple curiosity: I want to know how things began, how they actually work, and what keeps them going. That curiosity hasn't dimmed. It's just moved from studying cultures and bones to studying systems, markets, and data.