Esther

AI Automation Specialist | I help Edtech schools automate onboarding, tutoring & course delivery 🤖 | Road to $500K helping Edtech scale with AI 🚀

[Esther @omomobolaku]

The full picture is always where we are going.

We just get there one clear step at a time.

#AIAutomation #RAG #Pinecone #n8n #Cybervast #Cohort3

[Esther @omomobolaku]

Most AI tools make things up when they don't know the answer.

There is a name for that.
Hallucination. And in a business context, it is dangerous.

Here is how to fix it. 🧵

[Esther @omomobolaku]

I taught my students to build this with website content.

We started with one URL.

Not because that is the limit; but one URL lets the concept land before the complexity arrives.

Once they understand how one flows through the pipeline, adding ten more is just more of the same.

[Esther @omomobolaku]

Stop picking sides. Build range with time. The specialist who can move across all three is the one no client can afford not to hire. That is what I am building toward. Deliberately. #AIAutomation #n8n #Zapier #MakeCom

[Esther @omomobolaku]

Everyone is arguing about which automation tool is best. n8n people. Zapier defenders. https://t.co/TEFP5ITAuF converts.

I have been building seriously in all three. This season alone. Here is what none of them will admit. 🧵

[Esther @omomobolaku]

Three platforms. One principle that held across all of them: The tool is just a tool. When you understand how to map a process and know what you want to achieve, the platform is almost irrelevant.

[Esther @omomobolaku]

@philnox2 @cognixai_ This is good to know. Thank you!

[Esther @omomobolaku]

A LinkedIn DM landed in my inbox on July 9.
"Impressive profile. Available for an AI Automation Instructor role?"

Today, I am an AI Automation Instructor at Cybervast.

[Esther @omomobolaku]

They got things wrong, but I did not jump in.

When they were done, I helped them see it differently.

We're building momentum for Week 2, and I'm excited about it! 🥳

[Esther @omomobolaku]

Thursday's class with Cybervast Cohort 3 hit different.

We mapped the anatomy of every automation ever built.

And then I went quiet and let them figure it out themselves.

[Esther @omomobolaku]

I could hear everything.

The debate. The wrong answers, said with full confidence. The moment someone pushed back. The silence before a breakthrough.

This is what learning actually sounds like.

[Esther @omomobolaku]

Week 1 is not even finished, and I'm quite optimistic about the coming days.

Let's build. 💪

#Cybervast #AIAutomation #Cohort3 #BuildingInPublic

[Esther @omomobolaku]

Tuesday was my first class with Cybervast Cohort 3.

Today is Thursday, and I'll be back in that classroom again.

But before I tell you about today, let me tell you what Tuesday looked like.

🧵

[Esther @omomobolaku]

The thing they kept coming back to: the patience.

I teach the way I wish I had been taught. I will explain something ten times in ten different ways until it clicks.

That is not extra. That is the job.