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

Ranin, Aki

Softcover

ISBN 10: 1801819696 ISBN 13: 9781801819695

Publisher: Packt Publishing, 2023

Synopsis

Build your own robo-advisor in Python to manage your investments and get up and running in no time

Purchase of the print or Kindle book includes a free PDF eBook

Key Features

• Explore the use cases, workflow, and features that make up robo-advisors
• Learn how to build core robo-advisor capabilities for goals, risk questions, portfolios, and projections
• Discover how to operate the automated processes of a built and deployed robo-advisor

Book Description

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.

What you will learn

• Explore what Robo-advisors do and why they exist
• Create a workflow to design and build a Robo-advisor from the bottom up
• Build and license Robo-advisors using different approaches
• Open and fund accounts, complete KYC verification, and manage orders
• Build Robo-advisor features for goals, projections, portfolios, and more
• Operate a Robo-advisor with P&L, rebalancing, and fee management

Who this book is for

If you are a finance professional or a data professional working in wealth management and are curious about how robo-advisors work, this book is for you. It will be helpful to have a basic understanding of Python and investing concepts. This is a great handbook for developers interested in building their own robo-advisor to manage personal investments or build a platform for their business to operate, as well as for product managers and business leaders in financial services looking to lease, buy, or build a robo-advisor.

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

About this title

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

Edition details

• Publisher: Packt Publishing
• Publication date: 2023
• ISBN 10: 1801819696
• ISBN 13: 9781801819695
• Binding: Paperback
• Language: English
• Number of pages: 250