Quantum Machine Learning

QML is a research field, not a finished product.

Most useful work today is hybrid: a classical pipeline with a quantum-inspired or quantum-capable block.

Classical ML and QML

Classical ML is production-ready. QML is experimental. It may help with certain kernels, sampling or optimisation. It does not replace an ordinary business model in 2026.

AlgoLex direction

The founder is pursuing a PhD in Quantum AI. No invented papers. Continue to Quantum AI and Research.