At MGSHIP International, I designed data-validation workflows for Quantexa Entity Resolution and AML infrastructure, and built procedures to reconcile Parquet outputs against incoming XML schemas using PySpark, Spark Shell, and AWS.
I led QA for the KUMO (Control Room) compliance platform, verifying algorithmic alerts and threshold scoring logic to eliminate false negatives. I also validated compliance requirements for trading permissions and restricted lists.
At Nasdaq Corporate Solutions India Pvt Ltd, I led UAT and Twin Testing for Nasdaq Real-Time Risk and delivered the project with zero defect leakage. Earlier, at Genpact Capital Market India, I validated Fusion post-trade processing, message transformation, and system performance; I'm ISTQB certified.

