loading
reading
writing
saving
searching
Digital content video creator & analyst for social media organic gro
education completed:
bachelors
QR Code Link to This Post
I have a BS in Computer Science and worked for years as a software engineer, developer then software business analyst.
Today I focus on studying Machine Learning or AI-based recommendation algorithms such as Tiktok and Facebook.
Portfolio
My blog is at https://www.MoreThanCX.com
Attached are screenshots from some of our own TikTok and Facebook accounts showing metrics that the algorithms love.
My experience
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.
My accomplishments
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.
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 Flemington NJ. Hybrid remote for Phila/NYC.
- Principals only. Recruiters, please don't contact this poster.