After returning as an intern to the Data analytics team at Peregrine Capital, my focus was on the Salesforce system and the automation of that system. I developed and deployed trigger-based processes in Salesforce using Apex and Salesforce Flows. This allowed the system to have real-time updates to investor account details. I learnt the value of automation and its effect on data accuracy as well as operational efficiency. I improved data quality by cleaning and updating investor address data in Salesforce with Python scripts, ensuring compliance with ISO standards to enhance data completeness.

After high school, I started as an intern as a part of the Data Analytics team. I played a key role in enhancing data visualisation and tracking for investor performance. I investigated and implemented Power BI reports to visualize investor data, assisting in due diligence checks and generating comprehensive performance reports. Additionally, I designed a database schema to establish links between investors, advisers, and various investment methods on Salesforce, enabling more efficient tracking of investment performance.This hands-on experience allowed me to develop strong analytical and technical skills while working on real-world financial data, preparing me for more advanced opportunities in data analysis and business intelligence.