You're probably not building AI. And that's okay.
Not every problem needs a Large Language Model. Here's when to use real AI, and when simple automation beats the hype.
I build custom digital tools that solve real-world problems. Through my agency and freelance work, I help companies streamline operations, launch platforms, and turn ideas into working products. Here, you’ll find a mix of client cases, nerdy builds, and notes from my journey.



