At Terac, I train AI in corporate finance and accounting. At GlobalLogic, I trained and calibrated generative AI responses for a Fortune 10 company, applying language and machine learning techniques and reviewing content for harmful or misleading material.
At Avaya, I implemented a global distributor credit program and audited and authorized claims in compliance with company policies and applicable finance laws. I also worked with Sales Operations, Channel Finance, and SAP IT Enablement teams to resolve issues affecting distributor claim reconciliation.
I founded the MAIA Scholarship Fund at University of Miami and contribute writing to Royal Central. My work has also included project support, revenue assurance, and international administration.

