ChatGPT + quant finance for wealth management (robo advisor)

Within the constantly evolving industry of wealth management, lies several inefficiencies that fail to meet the needs of the users. WealthWise was proposed as a solution that aims to target those inefficiencies and redefine the wealth management experience through the integration of Large Lang...

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Main Author: Unnikrishnan, Ananya
Other Authors: Ng Wee Keong
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/175136
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1751362024-04-26T15:40:55Z ChatGPT + quant finance for wealth management (robo advisor) Unnikrishnan, Ananya Ng Wee Keong School of Computer Science and Engineering AWKNG@ntu.edu.sg Computer and Information Science Within the constantly evolving industry of wealth management, lies several inefficiencies that fail to meet the needs of the users. WealthWise was proposed as a solution that aims to target those inefficiencies and redefine the wealth management experience through the integration of Large Language Models (LLMs). At the heart of WealthWise lies two main robo-advisors, “WealthWiseAdvisor” and “WealthWiseMentor”, that have been built to provide personalized guidance and educational support tailored to each user’s unique needs. WealthWiseAdvisor focuses on offering personalized advice and providing immediate responses to user queries. It has the ability to access real time financial data and information that allows it to deliver comprehensive analysis and tailored recommendations, ensuring that users receive advice that align with their financial goals. On the other hand, WealthWiseMentor delivers one-on-one guidance to users to improve their financial literacy through customized teaching sessions and quizzes. Other features on WealthWise include automated portfolio optimization for passive investors, a Learn Portfolio Construction feature that aims to provide practical learning experience to users as they build portfolios based on different risk profiles, financial goal tracking, and more. In essence, WealthWise aims to address the gaps in current wealth management platforms and transform the wealth management experience by setting a new standard for personalization, education and user engagement. Bachelor's degree 2024-04-22T04:01:47Z 2024-04-22T04:01:47Z 2024 Final Year Project (FYP) Unnikrishnan, A. (2024). ChatGPT + quant finance for wealth management (robo advisor). Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/175136 https://hdl.handle.net/10356/175136 en SCSE23-0204 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Computer and Information Science
spellingShingle Computer and Information Science
Unnikrishnan, Ananya
ChatGPT + quant finance for wealth management (robo advisor)
description Within the constantly evolving industry of wealth management, lies several inefficiencies that fail to meet the needs of the users. WealthWise was proposed as a solution that aims to target those inefficiencies and redefine the wealth management experience through the integration of Large Language Models (LLMs). At the heart of WealthWise lies two main robo-advisors, “WealthWiseAdvisor” and “WealthWiseMentor”, that have been built to provide personalized guidance and educational support tailored to each user’s unique needs. WealthWiseAdvisor focuses on offering personalized advice and providing immediate responses to user queries. It has the ability to access real time financial data and information that allows it to deliver comprehensive analysis and tailored recommendations, ensuring that users receive advice that align with their financial goals. On the other hand, WealthWiseMentor delivers one-on-one guidance to users to improve their financial literacy through customized teaching sessions and quizzes. Other features on WealthWise include automated portfolio optimization for passive investors, a Learn Portfolio Construction feature that aims to provide practical learning experience to users as they build portfolios based on different risk profiles, financial goal tracking, and more. In essence, WealthWise aims to address the gaps in current wealth management platforms and transform the wealth management experience by setting a new standard for personalization, education and user engagement.
author2 Ng Wee Keong
author_facet Ng Wee Keong
Unnikrishnan, Ananya
format Final Year Project
author Unnikrishnan, Ananya
author_sort Unnikrishnan, Ananya
title ChatGPT + quant finance for wealth management (robo advisor)
title_short ChatGPT + quant finance for wealth management (robo advisor)
title_full ChatGPT + quant finance for wealth management (robo advisor)
title_fullStr ChatGPT + quant finance for wealth management (robo advisor)
title_full_unstemmed ChatGPT + quant finance for wealth management (robo advisor)
title_sort chatgpt + quant finance for wealth management (robo advisor)
publisher Nanyang Technological University
publishDate 2024
url https://hdl.handle.net/10356/175136
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