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Achievements

Achievement: Pair Extraordinairex4Achievement: StarstruckAchievement: Pull Sharkx4Achievement: QuickdrawAchievement: YOLO

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R1cK-ChaN/README.md

Quant Agent Engineer @ Varsity Tech | Singapore
MSc Computing, National University of Singapore
BEcon Finance, Shenzhen University

I build autonomous agent systems for financial markets — from macro research pipelines and trading infrastructure. Background in finance, now engineering at the intersection of AI and markets.

Website X LinkedIn

What I'm Working On

Agent Infrastructure & Financial AI
Building multi-agent systems that automate macro research, market analysis, and report generation — designed for real production use, not demos.

  • research-service — Standalone research agent for macro / market / news analysis
  • analyst — AI finance analyst agent for your company
  • stock_daily_report — Auto-generated daily China A-shares market reports
  • information — Analyst information layer: doc parser, gov report crawler, news stream

Trading Systems & Crypto
Systematic strategies and formally verified exchange infrastructure.

AI Tooling & Research
Exploring how LLMs work under the hood and documenting lessons from building with them.

  • mistake — Engineering handbook for the vibe coding era — real mistakes from building AI agents

Tech

Python TypeScript React

Popular repositories Loading

  1. crypto-funding-arbitrage crypto-funding-arbitrage Public

    Python research prototype for crypto funding-rate arbitrage: OKX market data and spot–perpetual signal analysis.

    Python 16 8

  2. stock_daily_report stock_daily_report Public

    Auto fetch market news and data, generate the daily China A shares market report

    Python 4 1

  3. researchFlow researchFlow Public

    Compositional pipeline for sell-side research reports: context assembly, LLM generation, validation.

    Python 3

  4. macro-data-service macro-data-service Public

    Macroeconomic and market-data ingestion service with release-aware scheduling, source fallback, and ClickHouse-backed EODHD data.

    Python 2

  5. MComp-GT MComp-GT Public

    For my master stage in NUS

    1

  6. R1cK-ChaN R1cK-ChaN Public

    Config files for my GitHub profile.

    1