360 Single Client View
Contributed to the development of a high-performance ontology unifying over 100 PB of banking data, enabling accurate entity resolution and delivering a comprehensive single-client view to satisfy critical compliance requirements.
Challenge
Integrating over 100 PB of banking data for entity resolution in a highly regulated environment. Complex requirements for PII and data manipulation.
Solution
Optimized Spark pipelines for massive-scale processing. Focused on precise partitioning, Spark plan optimizations, and memory utilization in the ontology.
Results
100x ROI from compute cost savings. Created a foundational framework supporting hundreds of downstream users and averting regulatory fines.