- Machine learning modelling: Training regression and time-series statistical models to forecast sales- Development of APIs (hosted on flask micro-sever)

CFTE is a centre of excellence in learning and innovation supported by senior leaders from the largest institutions, startups and universities around the world - to help bridge the worlds of finance and technology, so individuals acquire the new skills of Finance 2.0. • Assisted on operations, and workflow analysis to improve processes and align them to business objectives (i.e.streamlining workflow using automation tools)• Growth hacking and marketing projects using CRM and lead generation tools to drive sales • Organised workshops and networking sessions with industry partners (such as Revolut, Citi, Spark Systems, and DBS Transformation Group) for our community• BD outreach at Money20/20 Singapore and FiNext Awards and Conference 2019• Management of B2C business pipelines for lead conversion

CIMB 3D Conquest is a competition that aims to identify and attract ASEAN’s top creative, young digital talent with an agile and entrepreneurial mindset. The hackathon-style event runs on three tracks – Data Science, FinTech and Coding. The Fintech track looks for innovative digital-related ideas that can improve the way we serve our customers; ideas that will change banking for good.• Country Stage finalist team to represent Singapore in Indonesia to compete against teams from 7 other SEA countries• Conducted market research on remittances services and cross-border transactions in SEA market• Developed a wire-frame for a cross-border payments and remittance solution powered by the Ripple Network• Crafted go-to-market strategies to capture mind share and market share for the final product• Pitched idea to judges from CIMB Niaga, Go-Jek and other technology start-ups

• Supported the RBWM department in mortgage data entry work using Excel spreadsheets and HSBC’s internal data software• Performed internal bank system checks against customer data to ensure veracity of loan applications (i.e. Credit bureau reports and KYC documents)• Liaised with valuation firms to obtain indicative valuations of properties