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...