Robo-Advisor with Python: A hands-on guide to building and operating your own Robo-advisor

Robo-Advisor with Python: A hands-on guide to building and operating your own Robo-advisor

by Aki Ranin
Robo-Advisor with Python: A hands-on guide to building and operating your own Robo-advisor

Robo-Advisor with Python: A hands-on guide to building and operating your own Robo-advisor

by Aki Ranin

eBook

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Overview

Robo-advisors are becoming table stakes for the wealth management industry across all segments, from retail to high-net-worth investors. Robo-advisors enable you to manage your own portfolios and financial institutions to create automated platforms for effective digital wealth management. This book is your hands-on guide to understanding how Robo-advisors work, and how to build one efficiently. The chapters are designed in a way to help you get a comprehensive grasp of what Robo-advisors do and how they are structured with an end-to-end workflow.
You’ll begin by learning about the key decisions that influence the building of a Robo-advisor, along with considerations on building and licensing a platform. As you advance, you’ll find out how to build all the core capabilities of a Robo-advisor using Python, including goals, risk questionnaires, portfolios, and projections. The book also shows you how to create orders, as well as open accounts and perform KYC verification for transacting. Finally, you’ll be able to implement capabilities such as performance reporting and rebalancing for operating a Robo-advisor with ease.
By the end of this book, you’ll have gained a solid understanding of how Robo-advisors work and be well on your way to building one for yourself or your business.


Product Details

ISBN-13: 9781801819008
Publisher: Packt Publishing
Publication date: 02/28/2023
Sold by: Barnes & Noble
Format: eBook
Pages: 250
File size: 6 MB

About the Author

Aki Ranin is the founder of two A.I. startups in Singapore: Bambu in Fintech, and Healthzilla in Healthtech. He serves as Adjunct Lecturer at Singapore Management University on the topic of Machine Learning. His company Bambu has been a pioneer of Robo-advisor platforms since 2016, having built the first Robo-advisor in Singapore and worked with 20+ Enterprise clients across the world to design, build, and launch Robo-advisors Aki lives in Singapore and holds a Masters Degree in Computer Science from Aalto University in Finland and writes occasionally about startups, philosophy, and technology

Table of Contents

Table of Contents
  1. Introduction to Robo-Advisors
  2. What Makes Up a Robo-Advisor?
  3. Robo-Advisor Platforms versus Algorithms
  4. Leasing, Buying, or Building Your Own Robo-Advisor?
  5. Basic Setup and Requirements for Building a Robo-Advisor
  6. Goal-Based Investing
  7. Risk Profiling and Scoring
  8. Model Portfolio Construction
  9. Investment Projections
  10. Account Opening and KYC
  11. Funding Your Account
  12. Order Management and Execution
  13. Performance Reporting
  14. Rebalancing
  15. Dividends and Fee Management
  16. Regulations for Robo-Advisors
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