Sr. Oracle Programmer
(Jun 2003 - May 2007)
Developed a robust and efficient matching system that integrates Court Filings, Business, and Legal Directories, enabling a comprehensive view of the current Legal Marketplace.
DATA ENGINEERING
Built data warehouse integration of LexisNexis Legal directory vs 80 million daily federal court filings
Agent-swarm parallel processing technique dramatically reduced run times
Integrated external address validation platform into the predictive matching algorithm
Stored high-confidence matches as ‘thesaurus’ entries so successive runs would automatically make match / reduced manual effort
DATA SCIENCE
Designed a weighted, scored confidence rating system based on daily data matching of low vs high-quality data
Chose training data and assigned input weights based on univariate analysis of the first 1k manually matched records
Built fault tolerance and machine learning into the system by storing high-confidence matches as thesaurus entries