At KPMG, I lead engineering for a Singapore banking client's fraud detection and credit risk data platform, owning source-agnostic ingestion across 7+ systems and 30+ ADF medallion pipelines processing 5TB+ daily.
I've built analytics-ready feature pipelines with Data Scientists using Azure Databricks and Delta Lake, while improving query performance through Z-ordering and partition tuning. I also lead a team of four engineers, mentor junior engineers, and manage stakeholder reviews with senior banking leadership.
Previously at Accenture, I delivered insurance risk analytics pipelines processing 2M+ records daily, reusable PySpark validation frameworks, and Azure migrations for global healthcare and insurance clients.
