Built for the Next Generation of Quant Finance

quantHQ is an applied machine learning studio focused on delivering high-signal, low-latency financial intelligence for systematic traders, researchers, and fintech developers.

Our Mission

Our mission is to democratize access to sophisticated financial machine learning tools that were once reserved for institutional desks. We believe every quantitative builder deserves access to intelligent signals, real-time data, and production-grade models — all delivered via beautiful APIs.

Whether you're building a hedge fund, an automated trading strategy, or an intelligent investing app, quantHQ empowers you with tools that adapt, learn, and evolve with the markets.

What We Build

  • Market Regime API — Probabilistic daily regime classification using ensemble HMMs for SPY, QQQ, VTI, and more
  • Multi-Factor Stock Ranking API (Coming Soon) — AI-powered equity rankings generated from advanced non-linear models trained on a blend of endogenous and exogenous factors. Designed to uncover hidden alpha across sectors and regimes.

Our Philosophy

We believe the future of markets will be increasingly shaped by intelligent automation. But true signal is rare — and difficult to access. At quantHQ, we’re obsessed with delivering that signal: minimal noise, maximum insight.

Our approach blends statistical rigor with practical deployment — every API is designed with real-time applications in mind, from execution overlays to adaptive macro frameworks.

Want to explore what we’re building?

Dive into the live APIs, see the data for yourself, and start building your own edge.