Kevin Guang Ming Choy Email & Phone Number

Singapore

Singapore

- Conduct thematic statistical research to improve macroeconomic machine learning models- Contribute to developing dashboard web applications for different investment teams with Python Dash framework- Research and develop a Bayesian model of US elections based on polling data with PyMC library- Train Natural Language Processing models on sentiment analysis of various central banks' transcript to supplement inflation & recession model predictions with Python

Singapore

- Optimise identity-fraud-related KYC rule parameters to increase the precision of flagging potential KYC fraud cases- Conducted exploratory analysis on occurrences of banned users slipping past KYC verifications to access services using SQL and Tableau- Documented investigation reports with dashboards on banned user categories for the Risk Operations Team to supplement mitigation efforts- Maintained the KYC team's Software as a Service (SaaS) risk engine, ensuring seamless integration for enterprise customers and subsidiaries, enabling them to leverage Binance's KYC capabilities

Singapore

-Teaching classes of 30 weekly, with course content mainly covering basic database management, SQL, and data visualisation

Singapore, Singapore

- Utilised Python and Excel to create dynamic dashboards for 1st Party Lending fraud risk analysis across industries in Wholesale Banking- Presented lending fraud data insights during Fraud Risk Workshops for Relationship Managers and Credit Analysts- Automated data engineering pipeline for fraud risk data, increasing workflow efficiency by 5x- Developed the department’s SharePoint, centralising key Non-Financial Risk information and services

Singapore

- Assisted in planning for logistics and managing signups for various club events such as our upcoming HackForGood Hackathon, club cohesion, as well as digital skills workshops for hundreds of participants, ensuring events run smoothly.- Liaised with external vendors in procuring and managing club merchandise such as shirts and lanyards in a smooth and organised manner.

Singapore

Spearheaded efforts in the distribution of ART kits to associates across agencies for the Government initiated Routine Rostered Testing (RRT) for workplaces in the 1st half of 2022.- Liaise with over 40 agencies that ordered the ART kits for their associates under Persolkelly's payroll- Hand-packed over 6000 ART kits for distribution via courier service- Created and maintained an Excel workbook to track the progress of the 8-week Routine Rostered Testing and account for all the ART kits issued to associates

Singapore

- Lead a team of 5 in facilitating proper accounting and security of ammunition stored in the depot.- Trained to utilize SAP logistics and Mircosoft Excel to manage inventory and conduct stock checks. - Meticulously completed all inventory paperwork required in an organised manner for auditing purposes.

Bachelor Of Science - Bs, Business Analytics & Statistics

Penultimate at NUS School of Computing, Business Analytics with 2nd Major in Statistics (Expected First Class Honours) Coursework Focus.

'A' Level, Scored 4 Distinctions With University Admission Score Of 87.5/90

Activities and Societies: Activities and Societies: International Service-Learning Expedition (ISLE), NYJC Gallileo ProgrammePart.