At World Wide Data, I execute real-time sports data collection with 100% data integrity and strict quality compliance. I also resolve technical and network issues on-site to eliminate operational downtime.
I deliver bi-weekly operational risk reports directly to management, identifying workflow bottlenecks and data anomalies to help streamline field collection processes.
At Pret A Manger, IFC Mall, I reconcile daily transactions of HK$50k–108k with 100% accuracy while following financial controls and auditing procedures. I also manage real-time inventory audits and client engagements at a flagship outlet serving 1,500+ daily customers.
In my independent quantitative market data research, I analyze multi-timeframe price data across FX majors and equity indices, designing rule-based trading models with defined risk-invalidation parameters. For a 2024 business data analytics and financial modeling project, I used Python (Pandas) and Advanced Excel to validate financial datasets and build automated asset valuation models.

