As of today, I have quietly moved 478,808 virtual Compounds through a quantum-enhanced drug discovery machine in my back office in Oklahoma. Today I hit a nice milestone on the Citizen Scientist  page of QuantumCURE Pro™  and the numbers made me smile, so I’m sharing them. The Raw Numbers Compounds processed (Citizen Scientist):  478,808 Compounds that made it into the Golden List:  30 Hit rate: What does that mean? In industry, typical virtual screening or HTS hit rates ar

QuantumCURE Pro ™ screen shots - Round two of QuantumCURE pro™ software validation is officially in the books. Some people pick up fishing or golf in retirement. I enjoy those too, but for the last few years I’ve been teaching myself quantum computing, cheminformatics, and how to build full cancer drug discovery portals. Why? People ask me that a lot. My answer is simple: why not? I want to be useful, and I still have work to do. I sit in a cold Oklahoma garage, lift heavy

So, I have created a nifty molecular docking engine that can stand shoulder-to-shoulder with big-pharma platforms that cost $100K per year per license. Ok, I admit I don’t have the pedigree of a 20-year vendor track record, and I’m not a biologist, but I am  very good at building complex systems and making them actually run in the real world. For the past 30 years, I’ve shipped and operated mission-critical software for video, networking, and now quantum-enhanced simulation.

Companies like Schrödinger and Atomwise have incredible platforms, but their primary business is selling software and partnering with major pharmaceutical companies. They provide powerful tools  and co-discovery services; their partners own most of the downstream pipeline and wet-lab risk. Schrödinger+1 I built QuantumCURE  with a different mission: not just to rank molecules, but to actually walk a set of compounds all the way into a wet list I own and can defend . In less t

Let's Dock! It’s been a long, astonishing road since November 2024.That’s when I decided — half out of curiosity, half out of stubbornness — to see if I could connect a quantum random number generator  on my desk to a cloud-based drug discovery engine  that could actually help find new medicines. I didn’t have a corporate lab, a research team, or venture funding. I still don't although I am looking for some to expand and scale up this cool engine I have created. Back then, ju

I am a solo researcher working from my back office, digging into the world of quantum. I work with a handful of QRNG hardware. A year of work with these devices from several hardware developers, has thought me a lot. I know how they behave their streangth and weaknesses, and how to control them using Python. But Randomness from QRNG is not same as Randomness from a Annealing Box like D-Wave quantum system or an Ion Trap system such as ionQ. So let me explain. I am here to sh

I can answer this because I use all of the above in my project. I use various Quantum Random Number Generator (QRNG) devices to seed my applications with quantum entropy — and they work remarkably well. But randomness, much like a high-performance sports car, comes with different qualities. For example, I use various hardware; my favorite is the https://cryptalabs.com/  USB QRNG hardware. It is a great workhorse. But, allow me to explain a fact: The randomness you get from a

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