What we trade, and how we trade it.
Three disciplines, one system.
Markets reward research, intelligence, and discipline — executed together, measured rigorously, and never confused for one another.
Research
Every position begins as a testable hypothesis. We invest in data, infrastructure, and experimentation before we invest in markets. Signals that cannot survive out-of-sample scrutiny, transaction cost, and capacity analysis never reach production.
Intelligence
Our edge compounds through software and machine intelligence. We train deep learning models on petabyte-scale market and alternative data, treat foundation models as serious research tools, and build the entire stack — from tick-level warehouses to GPU training clusters — in-house.
Discipline
We trade only our own capital. No redemption pressure, no quarterly benchmarks, no mandate drift — only what the data supports and the risk framework permits. We size conviction carefully, and we are comfortable doing nothing when the edge is absent.
Where we operate.
Headquartered in Singapore with operations in Hong Kong, Helix AI is built to follow the flow of global markets across the Asian, European, and North American sessions.
We are expanding into London and New York as we grow our presence across the European and US markets. We hire the best people wherever they are, and structure the firm around deep focus, clear ownership, and long-term collaboration.
●Currently hiring
Build the firm you’d want to trade at.
We are always looking for researchers, engineers, and traders who think in distributions, build models for pleasure, and believe markets are a puzzle that classical finance alone cannot solve. If that sounds like you — we should talk.