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QuantumCURE Pro™


How a Quantum Random Number Generator Became the Engine Behind My Drug Discovery & Tornado Forecasting Work
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.

mansour ansari
3 days ago4 min read


My Personal Cancer Drug Factory, QuantumCURE Citizen Scientist Portal Just Hit a Major Milestone
After a year of building this platform line-by-line in Oklahoma City, my quantum-entropy drug factory has now surfaced FDA-approved drugs as high-scoring cancer-target binders. Different entropy runs yield different glyphs, but the science converges—proof that this crazy dream actually works.

mansour ansari
Nov 182 min read


From Randomness to QuantumCURE Pro™ and a Cloud of Entropy
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

mansour ansari
Oct 174 min read


From Garage PCs to Quantum Drug Discovery: My Journey Into the Molecular Frontier
By Mansour Ansari — Founder, QuantumLaso LLC I’ve been really busy these days. Not bad for a retired software engineer who officially...

mansour ansari
Oct 124 min read


QuantumCURE: Building a Quantum-Powered Drug Discovery System from My Home Office
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

mansour ansari
Sep 121 min read


What is molecular docking?
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

mansour ansari
Aug 228 min read


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

mansour ansari
Aug 192 min read


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

mansour ansari
Aug 183 min read


I Built a Real Quantum-Infused Drug Discovery Platform — Here’s Where I Am Now
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

mansour ansari
Aug 123 min read


Capturing the Voice of Nature — How Quantum Entropy Powers My Drug and Tornado Discovery Engines
I have in my lab a small but profound piece of hardware — a USB quantum random number generator (QRNG) made by Pycalabs, connected to...

mansour ansari
Jul 264 min read
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