GIC #CodeToImpact Hackathon 2023

Name of the competition: GIC #CodeToImpact Hackathon 2023

About the competition: This is a two-day hackathon organised by GIC where participants take on a real-world business challenge as a team and put their coding skills to the test.

Date of the competition: 9 – 10 September, 2023

Achievement: Champion

Prize: MacBook for each team member

Product/Proposal:  To create an analytics dashboard for asset managers

Description: We created a bespoke dashboard with generative AI capabilities that can handle qualitative and quantitative data. To process qualitative data, the team employed Retrieval Augmented Generation (RAG) using LangChain and Amazon Kendra to restrict the context of the AI response, ultimately reducing hallucination and increasing accuracy of answers. To process quantitative data, the team used LangChain agents (which can utilise tools such as Python Pandas and SQL) to explore the data.

Jiang Zixing (bottom right)