At BMC Software, I architected automated ML baseline validation for AMI Ops Insight, comparing interval statistics and confusion matrices across customer and in-house model sets. The automation was estimated to avoid approximately 522 person-days of manual validation effort annually.
Across BMC Software, Anadarko Petroleum Company, and Behavioral Recognition Systems, I applied shift-left, white-box quality engineering to ML and enterprise products. At Anadarko, I built the first Advanced Analytics & Emerging Technologies QA organization from zero to six engineers, supporting three development teams.
I began my career developing onboard operating-system software for the IBM – NASA Space Shuttle Program and independently redesigned Mass Memory Transfer Unit operations. I’m also the inventor named on U.S. Patent 12,094,212 and a current M.S. Analytics (Data Science) student at Georgia Institute of Technology.
