JOIN ME IN MY JOURNEY

On Becoming a

Network & Cybersecurity Engineer

Welcome to a space where passion meets purpose—where every ping, packet, and protocol brings me one step closer to becoming a network and cybersecurity engineer. I’m just getting started, and this blog is my open journal, documenting every lesson, challenge, and breakthrough along the way. Whether you're a fellow beginner, a curious explorer, or a seasoned pro, I invite you to join me in this journey. Let’s learn, build, and grow together—one command line at a time

Disclaimer: Some profanity is present because apparently I am yelling at myself in writing. Proceed accordingly. I should be using this break to learn Linux and networking. That is the whole complaint. No classes right now. No assignments. No discussion posts. No deadlines. Nobody asking me to write something in APA format like a misplaced comma might trigger a federal

Read More

It’s still summer and I still don’t have classes. This is how trouble starts. Some people relax. Some people travel. Some people touch grass. I opened PowerShell and thought, “Can I build Snake in this?” That was not a normal question. But it was a productive one, which is how questionable decisions survive review. The answer was yes. PowerShell can

Read More

I recently put together a learning path for myself. And honestly, it is ambitious. This is not a small plan. It is not just a list of books to read or videos to watch. It is a serious path that connects my MAS-GIT program, my plan to study Computer and Network Administration at SELU, and my long-term goal of pursuing

Read More

I used to think I was done with school. That was the plan. Finish what I was already working on, close the laptop, breathe like a normal human being, and finally say, “That’s enough academic suffering for one lifetime.” Apparently, I cannot be trusted with my own life plans. Because now the plan is different. I plan to pursue the

Read More

In one of the labs in our Advanced GIS Applications course, we used ArcGIS Pro and Random Forest machine learning to predict the percentage of households without internet access across U.S. counties. That sounds more complicated than it really is. The idea was simple: take county-level data, prepare it properly, train a model, test it against data it had not

Read More

There are countries that lose wars. There are countries that lose money. There are countries that lose leaders, elections, industries, borders, and dignity. Then there are countries that lose faith in themselves. That, to me, is the quieter death. Not sudden. Not dramatic. Not the kind that arrives with smoke, sirens, or a final scene worthy of history books. It

Read More

Some people talk about technology like it is a magic wand. Buy new software, problem solved. Move to the cloud, everything is modern. Add AI, and suddenly the office runs like NASA. Install a new system, and years of bad habits, messy data, missing documentation, and “we’ve always done it this way” will just disappear. No. That is not how

Read More

Using ENVI Classic, Landsat bands, K-Means, and ISODATA to turn a satellite image into a land-cover map In this lab, we used unsupervised image classification to separate land-cover types around Cañon City. The process started with a false-color composite, moved through spectral signatures, and then compared K-Means and ISODATA classification results. The short version: the computer can group pixels, but

Read More