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QuantumCURE Pro™


From Simulated Annealing to Quantum Entropy, A Personal Snapshot of Molecular Docking: 1990 → 2026
Before diving into history, a personal note. My name is Mansour Ansari. I am a retired software engineer building something quietly extraordinary from my back office in Oklahoma. After a long journey building QuantumCURE Pro™ , a quantum-enhanced cloud-native drug discovery platform, refining docking pipelines, deploying Vina workers, and experimenting with entropy sources, I arrived at a quiet realization worth sharing. I am not a chemist. I never came from academia. What I

mansour ansari
Feb 194 min read


The Modern Landscape of AI‑Driven Drug Discovery Platforms
Three years ago, while retired and in a cluttered back office at my home, I began a solo experiment driven by curiosity, using a small USB quantum random number generator sitting on my desk. What started as a technical exploration gradually evolved into something much larger: an attempt to build a fundamentally new kind of drug-discovery platform. At the core of every large-scale simulation, whether forecasting severe weather or predicting how a molecule binds to a protein,

mansour ansari
Feb 1510 min read
Quantum Computing: What It Is and What It’s Not
A recent Linkedin post argued, in essence, that quantum computers are likely hopeless as a practical technology . By the time I wrote my answer ready to post, that post vanished, and I could not find it on my homepage. So I decided to write a post here in my blog and share it on LinkedIn. I hope whoever wrote it read my reply and sees my views. The core claims were: A qubit does not “store” information like a classical bit, and measurement collapses the state and yields only

mansour ansari
Jan 262 min read
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