I help businesses grow their social media video accounts organically

What sets me apart? I use deep analysis, my art background and my Computer Science degree

Hi, I have a BS in Computer Science and worked for years as a software engineer, developer, tech project manager, UX strategist then product owner and software business analyst.

Today I focus on studying Machine Learning or AI-based recommendation algorithms such as Tiktok and Facebook.

I work with small businesses and content creators to expand the reach of their Tiktok accounts by increasing views per post. I help them understand why some posts (videos) get reach (a lot of views) and other’s don’t, but I don’t look at it post-by-post in isolation. I look at the entire account as a system because that’s where the real patterns show up.

I built a system to do this. It looks at how your posts get distributed over time, how they perform relative to your baseline … and other details that I’m not posting publicly for everyone to scrape, but I’m happy to share details with you if you are interested. Even though Tiktok distributes every post individually, what actually matters is that the platform is still reacting to consistent signals that your account produces over time.

So instead of guessing why one post got a lot of views and another one didn’t, my system lets me read your account as a whole and see what kinds of content are consistently being rewarded and what kinds aren’t. From there, you can make decisions based on patterns that repeat so that …
your content can more reliably be distributed to the audiences you want, …
so those audiences can convert into customers or subscriptions or sales or whatever conversion outcomes matter to your business.

You’re probably already posting content regularly to your socials but not reaching as many people as you would like. I also have a Multimedia Arts Certificate from Rutgers (2023) so I can also create digital content, but my unique computer-science techie background gives me the edge in understanding why the algorithms like certain videos and not others. Based on my analysis, I can recommend the types of videos or video modifications to increase views, as well as the best path to get there.  100% organic and family-friendly, “white hat’, of course.

Remember, Tiktok is a distribution system … it *wants* to distribute your content to the people who would be interested in watching it. It’s just a matter of making it easier for Tiktok to distribute *your* content. That’s where I can help.

Hint: “number of followers” is not the primary driver of reach (views) for many Tiktok accounts.

Here is my blog post and video that describes my top-performing Tiktok post for April 2026
https://morethancx.com/161/my-top-performer-on-tiktok-for-april-2026/

I have a number of accounts that I run for 100% organic results. After you have a solid foundation of organic results, you can get the best ROI by layering paid traffic or promotions on top of that. All my accounts are family-friendly content. If you are interested to hear more, I’m happy to share details with you.

Located in New Jersey in the NYC and Philly Metro areas. Hybrid remote for Philadelphia and NYC.