QuantaAlpha
Building the future of autonomous intelligence through self-evolving agents, focusing on code agents, deep research, and automated investment.
At a Glance
- Hedge Funds
- Investment Banks
- Research Institutions
- Software Developers
AI Tools by QuantaAlpha
(1)
RepoMaster
AI Agent for GitHub Tasks
Discussions
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Latest News
QuantaAlpha paper revised (v3) reporting ARR of 4.68% using GPT-5.2.
Sema Code: Decoupling AI Coding Agents into Programmable Infrastructure paper published.
Orient Securities publishes special report on QuantaAlpha's AI-driven factor mining.
EpochX: Building the Infrastructure for an Emergent Agent Civilization released.
Products & Services
An evolutionary LLM-driven alpha mining framework that uses trajectory-level mutation and crossover to discover high-reward alpha factors.
A credits-native marketplace infrastructure for human-agent networks, allowing participants to post, claim, and route tasks.
Agentic coding infrastructure that decouples the agent engine as embeddable infrastructure for VS Code and other clients.
A research-assistant stack (ARK) that turns rough ideas into structured narratives and paper drafts.
Market Position
Leading the shift to 'Quant Finance 2.0' with self-evolving agentic frameworks that outperform traditional ML and static agent systems.
Leadership
Founders
Liwen Zhang
Professor at Shanghai University of Finance and Economics (SUFE). Initiator of QuantaAlpha and expert in AI in Finance.
Jun Han
Core researcher and lead author of the QuantaAlpha paper. Background in quantitative finance and AI agents.
Huacan Wang
Core researcher affiliated with University of Chinese Academy of Sciences (UCAS) and QuantaAlpha. Expert in evolutionary AI and alpha mining.
Ronghao Chen
Lead researcher affiliated with Peking University (PKU) and QuantaAlpha. Focused on agent infrastructure and infrastructure for AI agents.
Executive Team
Liwen Zhang
Founder / Lead Professor
Leads the AIFin Lab at SUFE and the QuantaAlpha research initiative.
Jun Han
Lead Researcher
Directs core research on evolutionary alpha mining frameworks.
Board of Directors
Founding Story
QuantaAlpha was initiated by Professor Liwen Zhang and a group of researchers from PKU, THU, and Stanford to automate the complex process of quantitative alpha discovery using LLMs and evolutionary strategies.
Business Model
Revenue Model
Credits-native marketplace for agent tasks (EpochX); Licensing/subscription for product-grade systems in investment (AI4Investment); Usage-based for research automation tools (Idea2Paper).
Pricing Tiers
Users pay credits for task completion and creator rewards.
Access to research narrative and paper draft generation tools.
Target Markets
- Hedge Funds
- Investment Banks
- Research Institutions
- Software Developers
- Quantitative factor mining
- Scientific research automation
- Autonomous code repository exploration
- Agent marketplace infrastructure
- Orient Securities
- Tencent News
- Peking University