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RPC Labs 1

Welcome to RPC Labs

An Open Community at the Intersection of Finance and Technology Explore GitHub Repositories

What Is RPC Labs?

RPC Labs is a CFA Institute Research and Policy Center initiative designed to foster collaboration between finance professionals, data scientists, and developers.

Repository Showcase

  • Contains heatmap visualisations from a CFA survey investigating usage of AI and big data technologies for different workflows among investment professionals across the industry.
    Active
    Last updated Feb 04, 2025 • View on GitHub
  • Code repository for The Automation Ahead series, showcasing practical examples for GenAI-driven automation in investments. Each installment dives into specific tools, techniques, and use cases to help professionals assess and apply GenAI effectively.
    Active LLM
    Last updated Jan 13, 2025 • View on GitHub
  • An open-source platform for modeling systemic climate transition risks in financial systems. Developed by CFA Institute RPC & UK CGFI.
    Active Collaboration
    Last updated Jan 13, 2025 • View on GitHub
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The Investment Industry and Data Science A Deep Dive with Brian Pisaneschi
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      Why It Matters

      • Practical innovation: RPC Labs provides tools, resources, and a community to address real-world challenges in portfolio management, risk analysis, and more.
      • Navigate change: Technology is transforming investment management. Tools such as AI, machine learning, and open-source collaboration are becoming essential.
      • A collaborative ecosystem: By connecting experts from finance and technology, RPC Labs accelerates innovation while helping members develop future-ready skills.

      Why Should Investment Professionals Use These Platforms? 

      • GitHub

        • A modern workspace: GitHub is where today's innovation happens. From managing version control to collaborating on tools, it’s the backbone of open-source development.
        • Hands-on tools: Explore GitHub for ready-to-use financial models and open-source tools for portfolio analysis, AI applications, and more.
        • Learn and contribute: Even if you're not a coder, GitHub allows you to propose ideas, review tools, and learn how tech-driven workflows work.

      • Discord

        • Real-time engagement: Join discussions with peers and experts, ask questions, and share insights in a dynamic, interactive environment.
        • Bridging the gap: Discord makes complex topics approachable through structured channels, live events, and collaborative problem solving.

      • Why Now?

        • Stay relevant: As AI and technology redefine the industry, familiarity with platforms like GitHub and Discord will give you a competitive edge.
        • A safe learning space: RPC Labs is designed for finance professionals new to technology, offering tutorials and beginner-friendly resources.

      Get Started

      Github logo

      Getting Started with GitHub

      1. Create your GitHub account if you don't have one already. 
      2. Learn the basics with the GitHub Introduction Guide. 
      3. Explore repositories, understand version control, and start navigating open-source projects.
      Discord logo

      Joining and Navigating Discord

      1. Log in or register for a free Discord account. 
      2. Join the Official RPC Labs Discord Server. 
      3. Complete the onboarding process, which covers communication etiquette and Discord usage tips.
      4. Start collaborating and participating in discussions.
      RPC Logo for RPC Labs

      Contributing to RPC Labs Projects

      1. Review our Code of Conduct to understand our community values.
      2. Follow the Contribution Guidelines for submitting ideas or code.
      3. Browse existing projects and issues to find areas where you can contribute.
      4. Start a discussion for new feature requests, bug reports, or opportunities to improve.

      Research Related to RPC Labs

      Featured

      AI’s Game-Changing Potential in Banking: Are You Ready for the Regulatory Risks?
      Research

      Introduction and Automation Framework

      By Brian Pisaneschi, CFA

      Understanding where automation can deliver the most value is a critical first step. This introduction and automation framework provide a foundation for developing an intuitive understanding of the technology, while identifying high-impact opportunities for GenAI-driven automation to help professionals think strategically about its applications
      Automation Ahead content series
      Research

      The Automation Ahead Series

      By The Research and Policy Center

      This series breaks down the reality of GenAI’s current state, guiding you through the innovations, possibilities, and risks of this new wave of automation.

       Learning compass product image

      Practical Guide for LLMs in the Financial Industry

      By Alex Spyrou and Brian Pisaneschi, CFA

      This guide provides an overview of how financial professionals can select, evaluate, and deploy artificial intelligence (AI) models tailored to financial tasks, helping maximize efficiency, insight quality, and return on investment in adopting AI into their workflows.

       Aerial view of canyon

      Modeling Climate Transition Risk: A Network Approach

      By Raymond Pang and Gireesh Shrimali

      This report underscores the profound impact that climate transition risks can have on the financial system.