About
About Quanta Edge
An AI-native trading firm, headquartered in Hong Kong.
Quanta Edge is built on a simple idea: a few exceptional people should build the system, and agents should do the research, the experiments and the trading.
Trading firms have traditionally grown by adding researchers, engineers and desks, one market at a time. We build one shared system, covering research, real-world experiments and live trading, where many agents work in parallel and every validated improvement carries forward. Research and infrastructure are built once and applied across markets.
What we do
- Agent-driven research. Agents go from raw market data to tested strategies, then reuse that infrastructure to enter the next market faster.
- Real-hardware experimentation. Agents design, deploy and measure trading systems on real FPGA hardware, using our automated model-to-RTL toolchain.
- Principal trading. The strongest candidates advance into a monitored live portfolio. Humans approve every release.
Team
Chutian Chen
CEO · AI research and strategy
Author of EvoQuantLab, on automated quant research with massively parallel AI agents. Previously worked on reinforcement learning for FX trading at Graphen and AI research at Megvii. Tsinghua B.Eng., Peking University B.S. Economics, Columbia M.S. Computer Science; HKUST Ph.D. candidate in AI for finance.
Maolin Wang
CTO · Trading hardware and FPGA systems
First author in chip architecture at ISCA 2023 and MICRO 2024, and inventor of a model-to-chip toolchain and FPGA optimisation-solver IP. Research Assistant Professor at HKUST. Tsinghua B.Eng., HKU Ph.D. Personal site.
Contact
Quanta Edge is based in Hong Kong. For partnerships, research collaboration or careers, write to chair@quanta-edge.com, or follow us on X: @quantaedgeltd.