microsoft
Microsoft Sentinel Data Transformations
Backend and frontend engineering for filter, split, and scope-tag transformations that route and govern security data at ingestion.
Selected work
Projects
A collection of my research, software, and community work across Microsoft Sentinel, medical imaging, machine learning, and computer vision.
microsoft
Microsoft Sentinel Simplified Onboarding
Automated Sentinel onboarding that reduced seven manual setup tasks across two portals to two clicks in Microsoft Defender.
microsoft
Microsoft Sentinel Repositories
Engineering across reliability, frontend experience, Bicep support, and release readiness for Sentinel’s content-as-code workflow.
research
Pancreatic Cyst Classification
Machine learning with CT radiomics to support non-invasive classification of pancreatic cysts.
research
Renal AML Growth Modeling
A rigorous exploration of regression and classification for renal angiomyolipoma growth.
research
Renal Cell Carcinoma Classification
A medical imaging pipeline using transfer learning to classify renal cell carcinoma grade.
software
SoccerNet Plus
Computer vision tools for player detection, tracking, statistics, and a bird’s-eye view of soccer footage.
community
CheeseHacks
A student hackathon I co-founded and helped organize at UW–Madison in 2021 and 2022.