From Data Scientist to AI Builder: What Actually Works

How I learned to stop chasing tools and start solving problems

Let me guess. You’re here because you want to keep up with AI, and you’ve done some or all of the following:

• Panicked that AI is going to take over your job

• Taken AI courses catering to your niche/ function

• Tried “vibe-coding” and gotten frustrated at the back-and-forth

Sound familiar? You’re not alone, I’ve done all three.

But here's what I’ve learned from …