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CareerJanuary 22, 2026

The Pivot: From Code to Systems, Entrepreneurship to AI

How high school entrepreneurship, a passion for sales, and a pivot from CS to MIS shaped my unique path in AI Engineering.

3 min readCareer, Entrepreneurship, Sales, AI, MIS, Systems
The Pivot: From Code to Systems, Entrepreneurship to AI

The Pivot: From Code to Systems, Entrepreneurship to AI

My career path hasn't been a straight line. It's been a series of discoveries, starting with a simple realization in high school and leading to where I am today: building intelligent systems at the intersection of business and technology.

The Entrepreneurial Spark

It started in high school. That's where I got my first taste of entrepreneurship. It wasn't just about making money; it was about the *drive*. The drive to build something from nothing, to solve a problem, and to own the result.

Through those early ventures, I learned a skill that many engineers overlook: Sales.

For a long time, "sales" felt like a dirty word—sleazy, self-centered, transactional. But entrepreneurship taught me the truth. Sales is simply the ability to show people the value in something. Sometimes, it's showing them the value in a product. Other times, it's showing them the value in *yourself*. It is the art of communication and empathy, and I realized it's valuable in every area of life.

The Pivot: Why Not Just Code?

I carried that drive into college, entering as a Computer Science major. It felt like the logical step. I loved technology, and I had discovered a deep passion for Artificial Intelligence.

But as started digging into the curriculum, something felt missing.

I realized I wasn't meant to *just* code. I didn't want to be a cog in a machine, turning a spec into a function. I wanted to understand the whole machine. I wanted to build systems. I cared about the business processes, the efficiency, and the "why" behind the code just as much as the syntax itself.

So, I made the pivot. I switched my major to Business Analytics and Information Systems (MIS).

This wasn't a step away from tech; it was a step toward the bigger picture. It allowed me to bridge the gap. I could still write the code—and I do, every day—but now I was looking at it through the lens of business value and operational efficiency.

The Niche: AI + Sales + Business

Today, I am implementing those systems. I'm deep in the trenches of AI engineering, building agents and pipelines that solve real problems.

But my goal isn't just to be an "AI Engineer." I am looking for a role that leverages my full stack of skills:

1. AI Engineering: The technical ability to build complex, intelligent software.

2. Sales & Communication: The ability to articulate value, understand user needs, and advocate for solutions.

3. Business Systems: The architectural mindset to build for efficiency and scale.

I heard somewhere that if you can take not just one skill, but combine multiple distinct skills into one niche, you become irreplaceable.

That is where I am at. And that is where I am looking to go.

Thanks for reading! Feel free to reach out if you have any questions.

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