choose Compound Count After months of tense work, countless late nights interacting with my “farm” of computers, and real quantum hardware (USB and PCIe QRNG devices), I’ve built something rare: a fully functional, quantum-assisted drug discovery infrastructure . We’re talking: AutoDock Vina containers Automated protein preparation orchestration GCS (Google Cloud Storage) workflows Cloud-run ready pipelines This isn’t a “simulation of a simulation.” This is production-grade c

I’m under no illusion that building a working  drug discovery engine is easy — even with the rise of AI. It’s a monumental challenge that demands mastery of multiple disciplines, months (if not years) of development, and relentless testing. Even if you have a background in software engineering and have built complex systems before, creating a quantum-infused, production-grade drug discovery platform  is a different league entirely. It means understanding not just software and

Everything starts with a dream. Some people dream of starting a tech company in Silicon Valley. I’m building a quantum discovery engine  from my kitchen table in Oklahoma. It is my state and where i have lived most of my life, what it is with all the strength and weaknesses, the whole thing. I want it to be prosperous. Don't you? So, while billion-dollar labs are locked into their own rigid methods, I’ve been running quantum-driven simulations that have already: Flagged high-