I spent years in the high-stakes world of AI data labeling and RLHF training. I’ve seen firsthand why 90% of applicants fail before a human ever looks at their profile: they treat technical platforms like traditional employers.

Operating out of Ottawa, I stopped playing the manual game and started building systems. I realized that whether you are an AI trainer, a creator, or a local business owner, the problem is always the same—friction.

No-BS Logic was built to eliminate that friction. I engineer n8n automation engines and machine-readable frameworks that treat your business like a data payload, not a graphic design project. I don’t sell fluff; I sell the "boring" systems that work while you sleep.