Ms. Muniz began her career at DuPont, streamlining logistics and materials costs for operations in Brazil focusing on Lean and Six Sigma principles. At the World Bank Group, she has worked to streamline IT governance and align of annual investment plans with strategic goals by working with dozens of unit PMOs. She holds a Bachelor in Business Administration from Mackenzie Presbyterian University, a Master's in Business Administration from University of São Paulo, and a Master of Science in Finance from the George Washington University.

Ms. Muniz also provides education, and mentoring, including project/program/portfolio management, risk management, quality management, and change management. Most recently, Ms. Muniz has taught for the Georgetown University.