How I Work

“I think I did pretty well, considering I started out with nothing but a bunch of blank paper.” ~ Steve Martin

Currently completing Google Cybersecurity Certificate and preparing for CompTIA Security+ certification.

I create long-form, educational content that simplifies complex topics in AI, cybersecurity, and data infrastructure.

I don’t just explain technology. I shape the message so readers see how the technology solves their problems. From there, the content can be repurposed into sales guides, use cases, or vignettes that give product and sales teams practical tools to connect with customers and position the product for adoption.

My work is grounded in deep research.
I combine traditional methods with AI-assisted exploration to move quickly without sacrificing depth or accuracy. I use AI tools to surface high-quality sources and analyze competitor content, ensuring I cover what others do while identifying gaps and opportunities to add unique value. By comparing insights across millions of data points, I craft content that’s current, comprehensive, and truly differentiated.

Recent projects include:
- Writing foundational, SEO-informed explainers for MongoDB on modern database technologies like OLAP systems, observability, reinforcement learning, and generative AI—all positioned to drive discoverability and adoption.

- Researching and translating emerging tools like Model Context Protocol (MCP) into educational content designed to support learning and practical use.

If you need writing that’s rooted in research and built to perform, let’s connect.

Featured Work

8th July 2025

What is CHAP Authentication and How Does it Work?

What Is CHAP Authentication? Challenge Handshake Authentication Protocol (CHAP) is a challenge-response identity authentication protocol. It depends on a combination of CHAP security credentials and a “shared secret” between the requestor (client) and the authenticator (server), and it does not expose a password. It requires both entities to prove their identity through a cryptographic exchange or a “three-way handshake”. When that is successful, authentication is complete. Ongoing authenticati...

8th July 2025

Zero-day Vulnerability Exploits and Attacks

What Is a Zero-day Exploit? You may have heard about zero-day exploits, but what are they, and why do they occur? An attack begins with a vulnerability that the manufacturer or vendor doesn’t know about. This flaw can be in software programs, operating systems, hardware devices, connected services, IoT devices, and more. When exploited by a hacker, these weaknesses can cause major problems for individuals and large corporations. When a hacker learns of a vulnerability, they can create an exploit...

MongoDB • 8th July 2025

Introduction To Convolutional Neural Networks

Deep learning and machine learning have proven themselves to be highly effective tools for delivering vast amounts of information quickly, thanks in large part to training data through convolutional neural networks (CNNs). These networks are the core building block of many of today’s applications, including deep learning, image recognition, autonomous vehicles, and even medical diagnostics.