AI and Machine Learning Powered Financial Market Digital Twin Trader for Shanghai based International Commercial Bank


A Shanghai-based commercial bank focusing on meeting private banking clients’ comprehensive financial services needs.​


Financial institutions are facing the problem of recommending stocks that cater to the investors’ trading behavior and strategies. Faced with a huge range of stocks, investors in the stock market may also be overwhelmed and daunted by the number of choices available on their plates. In order to provide a better trading experience for the investors, our client seeks our expertise in implementing AI and Machine Learning to power the financial market’s Digital Twin.


  • Data ingestion service that collects various bond market data and economy data from different sources​.
  • Training of machine learning model to perform market price prediction​.
  • Training of classification model to generate buy/sell recommendation to individual traders.​
  • Web application to allow traders to interact with the recommendations and track performance. ​


  • Automatic buy and sell recommendations will be made to individual traders, based on market prediction as well as individual traders’ behavior.​
  • Expandability on the recommendation, discovery of traders’ behavior, for better decision making as well as for junior traders’ references.​
  • Recommended portfolio tracking against benchmark.

How we do it

Our success factors over the years are a testament to driving your return on investment. Singapore is our global head office and we have 15 regional offices around the world.

Nearly 3 decades of strong IT consulting and services

40+ global delivery networks across four continents

Certifications* in CMMI 5, ISO 9001, ISO 45001, and ISO 27001

~30,000 global experts

Microsoft Azure Expert MSP

ISO 9001 and 45001 (certificates issued to Beyondsoft International (Singapore) Pte Ltd). ISO 27001 (certificates issued to Beyondsoft International (Singapore) Pte Ltd, Beyondsoft (Malaysia) Sdn. Bhd., and Beyondsoft Consulting Inc., Bellevue, WA, USA)