• Led quarter-end-close forecasting ASP analysis, utilizing models (3L6T, 6L6T) and historical reimbursement rates to provide ASP/unit forecasts, revenue summary, and revenue consolidation with detailed commentary on trending method and payor-level changes. • Drove high-level strategic discussions on government reserve assessments with the CFO, Chief Legal Officer, Chief Accounting Officer, and senior market access leaders; secured alignment on policy stances (negative, silent, positive) and delivered actionable, data-backed decisions (release, retain, refund), ensuring compliance and financial integrity.• Utilized Snowflake SQL, Power BI, and Excel for data analytics and reporting, adhering to HIPAA Privacy Rule standards when handling PHI (Protected Health Information) with AdvancedMD and eBridge, and driving data-driven solutions to improve accrual collections insights and enhance revenue cycle management efficiency.• Collaborated with interdisciplinary teams including billing strategy team, market access team and revenue/AR/Cash accounting team to generate product/payor-specific revenue walk explanations, actively engaged on strategic projects to maximize revenue opportunities.

• Co-led twice 3-year-planning cycles with enterprise strategy team and aligned with C-suite, key functions and enablement platforms (e.g., Sales/Solutions) on priorities and growth agenda to ensure that TransUnion is structured for success• Evaluated key trends in credit reporting industry and adjacent verticals (e.g., FinTech, Insurance and Consumer Interactive) to define growth drivers, support Go-To-Market/share shift/share gain plans and explore new capabilities with compelling solutions• Formulated frameworks for investment ask initiatives and analyzed business cases with CAPX/OPEX assumptions in financial models; translated insights to draw conclusions on buy/build/partner market-entry and market-expansion options• Monitored M&A pipelines and worked with corporate development on weekly due diligence calls to track progress/align key milestones• Designed content and coordinated various agenda discussions with regional presidents and strategy leads for quarterly CEO reports, Board of Directors meetings and other high-stakes materials involving acquisitions and strategic investments• Prepared Investor Day presentations with Investor Relations to showcase TransUnion’s strategy pillars and growth plans to investors

• Identified operational weakness and conducted analysis on global projects review initiatives for process improvement and delivered accurate and transparent presentation of risks, assumptions and issues to solve business problems for senior leaders• Lead and automated operations strategy enhancement activities using VBA (Macros), Power Automate, Flow, SharePoint List/Project Server for modeling ad hoc requests, resulting in immediate 50% decrease in resource time for metrics tracking with multiple priorities• Developed innovative Visualisations (PMO Product Portfolio Executive Dashboards, KPI Scorecards and Governance Trackers) in PowerBI by transforming complex data sets from multiple sources (OData/Data Flow/SharePoint) into meaningful data models (ETL), and analysed testing data, resulting in significant improvement in efficiency, transparency and centralized power of measuring the impact of new initiatives and business processes• Coded advanced queries by pivoting/unpivoting, joining complex tables; documented and tested table relationships in Power Query, M Code, and DAX, resulting in 50% increase in productivity and performance• Communicated and coordinated closely with 6 COVID-19 Diagnostics Program leaders (assay design, clinical testing) to understand and gather business needs, insights and maintained accurate Master Schedule in MS Project with daily milestone tasks audit and continuous critical-path analysis, resulting in successful milestone launch of molecular, antigen and antibody testing solutions across the country

• Tracked project progress by aligning project deliverables, milestones, and activities to baselines• Designed views, surveys and SharePoint lists, and exported timeline data through SharePoint Flow for automated scheduled refreshes• Assisted project managers in development of project management plans, schedules, and all components of project life cycle• Diagnosed data issues, adjusted workflows, predecessors, and re-baselined projects to align with management’s expectations for FDA submission and market supply• Conducted gap analysis, ongoing trend analysis and delivered effective presentations on performance tracking • Documented requirement gathering and prepared Substance Evaluation Deliverables by querying data from multiple sources• Trained PMs on how to use MS Project and PPM tools for best practices, and how to address late tasks, track plan adherence, generate cash burnout charts, resources allocation charts and what-if analysis

Reporting directly to portfolio manager, duties entail performing business analysis for multiple industries (e.g. pharmaceutical, retail), forecasting, and constructing an optimal investment portfolio • Draft equity research reports to identify investment opportunities and risks, explain large moves in stock prices and volumes, and point out catalysts and regulatory indicators using SEC filings and comparable analysis• Manage portfolio of $100,000 with constant rebalancing of positions, realizing a 10% rate of return over 8 months

Gained comprehensive overview of company’s historical fund of funds of over 100 stocks • Collaborated in team of seven to conduct historical research and to draft reports on funds of funds and ETF funds• Performed research on gold mining industry in Hong Kong and Mainland China, extracted data using internal ERP system and analyzed trends in gold prices and their negative correlation with USD movement

Assisting senior team leader to accomplish Deal Industry IQ Qualifications collection by retrieving information from database, searching related materials and reviewing financial statements of target companies• Performed independent review of drafts of consolidated financial statements prepared by senior associates to check accuracy and consistence of financial figures• Extracted information from over 90 client contracts including contract names, dates, and bid prices and summarized results using MS excel, minimizing data duplication by 20%