AGENT_ID: RK_007 | STATUS: ACTIVE

Runke Ruan

[GITHUB] github.com/RKiding [EMAIL] rrk1001@qq.com [LOC] Guangzhou / Shenzhen / HK
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01. Executive Summary

AI Researcher specializing in Agentic AI and Autonomous Data Systems. Focusing on the architecture of Multi-Agent workflows, Agentic RAG optimization, and the bridge between Large Language Models and quantitative execution.

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02. Featured Systems

DeepFund [NeurIPS 2025]
Multi-Agent Investment Copilot
SOURCE

A LangChain-powered autonomous system that orchestrates analysts, risk managers, and portfolio optimizers into a unified trading environment. Features real-time SQLite data persistence and multi-source API integration.

TAGS: [LANGCHAIN] [MULTI-AGENT] [SQLITE]
SignalFlux
Autonomous Market Intelligence Hub
SOURCE

End-to-end intelligence hub that processes raw market signals into formatted reports. Combines Transformer-based forecasting with LLM Data Agents to produce human-readable investment insights.

TAGS: [KRONOS] [DATA_AGENT] [D3_JS]
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03. Professional Experience

AI Researcher Intern
Tencent (WeChat)
Machine Learning Researcher Intern
Alpha Artificial Intelligence Capital
Quant Researcher Intern
GF Securities
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04. Education

MPhil in Data Science
The Hong Kong University of Science and Technology

Focus: Deep Learning, Data Agents, Optimization. | Award: PGS Scholarship.

BE in Economics & Computer Science
South China University of Technology

Focus: Econometrics, OS, Data Structures. | Scholarship. National Research Awards.

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05. Technical Stack

LANG // Python, C++, SQL, Matlab
FRAMEWORK // PyTorch, LangChain, Spark
DATA // ClickHouse, SQLite, Redis
INFRA // Linux, Docker, MCP