Chloe Cao

Algorithm & Architecture: Architected and engineered a full-stack matching algorithm utilizing Python, featuring hard constraints and a weighted, multi-dimensional scoring system to evaluate compatibility across life plans, core values, and attachment styles. Data Engineering & ETL: Designed a robust data model and scalable ETL pipeline to normalize raw user data into canonical profiles, implementing fuzzy matching for unstructured fields and deriving psychological proxies. Personalization & Logic: Develo

Compliance & Data Governance: Spearheaded rigorous audits of financial supporting documents (invoices, event sponsorships, participant lists) for high-stakes enterprise meetings, ensuring 100% alignment with global compliance and anti-bribery standards. Process Automation & Efficiency: Leveraged Lean Six Sigma methodology to eliminate operational bottlenecks; collaborated with IT to deploy a VBA-based tool, saving 0.5 FTE and significantly reducing manual data entry errors. Operational Excellence & Leader

Risk & SOX Compliance: Served as the primary audit liaison for internal and external SOX reviews, maintaining meticulous data traceability, audit readiness, and strict adherence to global financial controls. Financial Lifecycle & Project Controlling: Managed end-to-end project lifecycles in SAP for 200+ global enterprise accounts, from initial order acceptance checks to revenue recognition and financial closure. Forecasting & Resource Optimization: Partnered with Project Managers to orchestrate monthly fi

Designed marketing collateral, digital assets, and brand communications to support product launches and market presence.

Managed end-to-end procurement and inventory analytics, forecasting material requirements and optimizing delivery schedules to ensure zero-delay business continuity under tight deadlines.

Business Analysis, Operation Management, Accounting for Managers

Main Course: Software Construction, Software Engineering, Artificial Intelligence for Language Accessibility, Digital Business Innovation, Large Language Models, Language Technology and Web Applications, Artificial Intelligence, Big Data and Social Media Analysis, Informatics, Text Generation with