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

QuantumCURE Fellowship Program Over the past year, I’ve invested more than 3,000 hours  building QuantumCURE Pro  — a platform that brings quantum entropy into drug discovery. My mission is simple: to be useful to humanity  and help accelerate the search for life-saving cancer treatments. Using scientifically validated tools, I’m screening millions of compounds from PubChem with multiple entropy sources, quantum annealing , photonic QRNG seeds , and classical PRNGs . The syst

By Mansour Ansari — Founder, QuantumLaso LLC I’ve been really busy these days. Not bad for a retired software engineer who officially...

High Performance Molecular Docking System - Citizen Scientist system And yes — I am actively searching for a viable cancer drug lead, with a better chance than most traditional approaches, because my system explores chemical spaces that classical methods often overlook. It’s been almost a year in the making. So far, oh, about 3,340 hours since November 2024. My journey started before that, learning and researching, and that goes back to the COVID-19 era. Built not by a pharm

Version 5 QuantumCURE Pro, Citizen Scientist Desktop and mobile versions --- Breaking Into New Chemical Space I'm excited to announce QuantumCURE v5, the latest and most advanced release of our quantum-powered drug discovery platform. For the first time, QuantumCURE now integrates Bemis–Murcko scaffolding — a powerful computational chemistry technique developed by Guy Bemis and Mark Murcko . This method reduces each compound to its core structural framework, stripping away si

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...

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