Mandy Pang, Cpa Email & Phone Number

Redmond, Washington, Us

• Provide insightful analysis to senior leadership to drive business • Reporting lead for the Americas team that provides comprehensive reporting tools to support leadership and teams for in-depth analysis• Partner across various teams (CSA/Segment/FD&E/ HQ Corp) to drive on-time Outlook, budget and forecast process

Redmond, Washington, Us

MSUS• Build, Drive and support ROB cadence• Drive pipeline analysis and insights to leadership for business outlook and forecast• Improve internal communications across finance teams to drive impact

Redmond, Washington, Us

WW GSMO HQ Finance • Manage forecast models for all commercial products and support CFO cycle• Drive modeling for Global Forecast Simplification initiative for GSMO CFO• Improve and maintain ongoing metrics, reports, analysis, and dashboards for commercial business over $70B• Provide insight based on current trends to senior executives to support business decisions• Assess and report forecast accuracy using machine learning tool

Ridgefield Park, Nj, Us

• Manage monthly budget to actual variances in budgets across different teams• Develop KPI to analyze promotions result and present it to senior leadership• Own the design, development, and maintenance of ongoing metrics, reports, analyses, dashboards• Perform cost/benefit analyses and communicate key drivers/inputs to support business decisions• Redevelop sales database to improve accuracy and to modernize processes which decrease 50% of processing time

Ridgefield Park, Nj, Us

• Oversee more than a billion sales forecasts for Tmobile account team and improve sales forecast accuracy to 95% • Promoted to manager for exceptional performance in analytical forecasting, which have saved the company millions of dollars by avoiding excess inventory along the supply chain while have increased consumer sales over 10% in the last 2 years• Partner with senior leadership on a joint business plan with the customer to increase target sales by 15% YoY • Work with Sales Director and customers to develop promotions to move inventory and maximize sales

Ridgefield Park, Nj, Us

• Own over $700 million phone sales forecast and advise senior leaders and business partners on market trends, expectations, and recommendations on key growth areas• Perform sensitivity and incremental cost/benefit decision analyses for the national devices market, • Conduct in-depth review of competitors' device portfolio, marketing/price position, and key strategic trends• Provide reporting insights on demand trends and analytics which include SKU-level attainment and forecast accuracy; present recommendations to executives in a timely and effective manner to minimize risks and to ensure sales meet targets• Support senior leadership on initiatives to increase revenue, reduce expense, and mitigate risks by developing ROI and other financial models to quantify outcomes across various scenarios with multiple variable• Partner with cross-functional teams (Supply Chain, Sales, Marketing, Finance, Product, and Strategy) to evaluate and perform business analysis of potential new business opportunities & scenarios• Work closely with inventory planning team by providing inputs to supply and replenishment parameters, and safety stock levels• Improve operational efficiency of the business system through implementation of streamlined data management procedures

Lexington, Kentucky, Us

• Extracted data from various databases; performed exploratory data analysis, cleanses, massages, and aggregates data• Presented research, data mining/analysis, reporting and interpretation of global, national, regional, local andaccount company performance metrics• Analyzed trends in changing business conditions, and identifying opportunities for expansion by the clients and/or company• Partnered with Sales Manager and provided business insights to successfully renew multi-million dollar contract with a major customer

London, Gb

• Prepared monthly P&L forecast and variance analysis to assist in business decisions for China market• Drove key operational and financial performance metrics, and provided insightful financial performance analysis• Examined big financial data sets and identified areas that needed to be improving for better efficiency and presented detailed findings and implications to senior managers• Analyzed operational and financial performance and made suggestions to improve efficiency• Supported senior management in complex data-driven analysis and ad hoc projects• Contributed to 1st break-even milestone for retail banking by developing strategic recommendations to management

Certificate In Business Intelligence: Techniques For Decision Making

Bachelor'S Degree, Psychology