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What’s happening
44 followers · 46 following
  • GitHub Creator
  • Taipei, TAIWAN
  • LinkedIn in/bchiou

Achievements

Achievement: Starstruckx2Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Starstruckx2Achievement: Arctic Code Vault Contributor

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boyac/README.md

Hi there, I’m Boya! 👋

✨ Investment Strategist | Quant-Investor | Product-Oriented Technologist ✨

Trained in structured analysis and data-driven strategy, I apply these principles to build technology-enhanced solutions that support investment research, portfolio automation, and capital decision-making.

I’m a portfolio management professional with nearly a decade of experience in public markets, now building tools to enhance investment workflows and decision quality.
I combine structured thinking, quantitative tools, and domain expertise to create scalable solutions in finance and asset management.

🔧 Selected Projects

  • pyOptionPricing
    Python toolkit for options pricing and volatility modeling.
    300+ stars. Used in derivatives research and teaching.

  • Str01/Top21 & Str02/SemiLS
    Proprietary long/short strategies developed for real-world portfolio application and stress-tested with historical data.

  • pyGamgee (in progress)
    A lightweight AI assistant for financial learning, built with local LLMs and a focus on investment research workflows.

🧠 Core Expertise

  • Finance: Portfolio Management, Asset Allocation, Risk Frameworks
  • Quant Tools: Python (NumPy, Pandas), SQL, Backtesting, API Integration
  • Automation: ChatGPT API, Workflow Design, Reporting Automation
  • Work Mode: Remote-first collaboration, cross-functional execution
  • Languages: English (Fluent), Mandarin (Native), Japanese (Intermediate)

🚀 Seeking Remote / U.S.-based Roles

I’m actively exploring remote or U.S.-based opportunities in investment strategy, fintech product management, or technical investment roles.
If you're building the next generation of finance tools — let’s talk!
Open to remote-first roles or relocation with visa support if needed. Contact:
LinkedIn
boya [dot] chiou [at] gmail [dot] com

Pinned Loading

  1. pyOptionPricing pyOptionPricing Public

    Option pricing based on Black-Scholes processes, Monte-Carlo simulations with Geometric Brownian Motion, historical volatility, implied volatility, Greeks hedging

    Python 300 30

  2. pyGamgee pyGamgee Public

    PyGamgee runs DeepSeek LLM with Ollama, using PyMuPDF for PDF extraction and FAISS for fast vector search. With LangChain RAG and conversation memory, it enables efficient, private document underst…

    Python 1

  3. pyFolio pyFolio Public

    Performance attribution analysis, value investment, original investment ideas, alpha seeking

    Jupyter Notebook 17 5

  4. pyTrading pyTrading Public

    Based on the concepts in "CIMTR" and others, swing trading

    Jupyter Notebook 11 4

  5. pyDataServer pyDataServer Public

    ETL tools developed to assist data and quantitative analysis. Script to interact with Oracle Toad and solve Oracle DB Out of Memory error, and run Big Oracle query & download schema seamlessly

    Python 2

  6. pyQuiz pyQuiz Public

    Original clean and creative solutions to solve brainteasers questions of hedge funds, asset managers, proprietary trading firms, software companies from glassdoor, company sites, quora and reddit

    Jupyter Notebook 2 1