March 2026 update, QuantumCURE Pro version 8

I Didn’t Set Out to Build a Company So, here is my story. You see, when I started this journey, I wasn’t trying to build a startup. that was not in my mind. I am retired and live simple... no tension and no endless business meetings. I just wanted to code an engine with modern tools. I wasn’t chasing venture capital. I wasn’t thinking about pricing tiers, TAM, or business plans. Shoot! I am not even good at writing a business plan. I had a much simpler and much harder goal: I

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

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

What if cancer drug discovery wasn’t limited to billion-dollar pharma labs? From my back office in Oklahoma, I’ve built QuantumCURE — a molecular docking and retrosynthesis platform that uses AI, open pipelines, and quantum entropy to explore chemical spaces classical systems often miss. In this video, I explain: Why quantum randomness changes the search space in simulations How docking with AutoDock Vina and free protein prep tools (PDBFixer, PDB2PQR) works The role of A

Hey! You might be wondering — what’s really going on under the hood in the QuantumCURE software I’ve been building? What am I actually doing here? And honestly, what the hell is molecular docking anyway? First things first: if you scroll down and read my disclaimer, you’ll know exactly what I’m not doing. I’m not a chemist. I’m not a physicist. I don’t work for big pharma. What I am is a passionate software and systems designer. I understand the moving parts of drug discove

Molecular Docking Software Design from a Computer Programmer’s Perspective It took me 7-8 months to build a working drug discovery system...

quantumtornado.org - QuantumCURE drug discovery system. quantumtornado.org QuantumCURE: Quantum-Enhanced Molecular Docking at Scale By...

Quantum Entropy in Drug Discovery: A New Era of Symbolic Insight By Mansour Ansari, Founder of QuantumLaso I Built a Quantum-Powered...

I have in my lab a small but profound piece of hardware — a USB quantum random number generator (QRNG) made by Pycalabs, connected to...

A new Drug for Cancer? While immersed in my https://quantumtornado.org/ project — a system designed to predict tornadoes by injecting...