About

Damian Wroblewski

AI & automation engineer · Founder, ClearPath Automation LLC

I build AI systems, machine-learning pipelines and automation, and I ship them to production.

In 2026 I designed, built, packaged and supported eight AI and automation tools inside a large enterprise, carrying the flagship through 20+ releases across six major versions — browser automation over the Chrome DevTools Protocol against a platform with no API, a criteria index resolving ~100,000 workbook rows in seconds, and desktop tooling that compiles branching logic into interactive HTML.

Independently I built and operate a private in-house machine-learning analytics platform: roughly 93 Python programs and 31,000 lines, solo. Resumable training pipelines, time-ordered splits with a sealed test set, a verification harness that blocks promotion on train-serve skew, atomic state writes, and watchdog-supervised services with restart-storm guards.

Before that I shipped a full scheduling SaaS end to end — auth, role-based dashboards, Stripe billing, Twilio notifications, a React Native client — and retired it when the business case did not hold.

My route into this was unusual: I am a licensed pharmacist and the enterprise tooling above was built for the workflow I work in, which is how I got the domain access and the regulated-environment constraints. The engineering is what I do now and what I am offering. Building with LLMs since 2024; everything in production shipped in 2026.

Want this on your problem?

Tell me the rough shape of the problem. I will tell you honestly whether it is worth building — and if it is not, I will say so.