Transaction Anomaly Detection
Python + SQL pipeline to catch duplicate, threshold-violating, and outlier transactions — automated exception reporting, less manual review.
Est. 2023 · NJ/NY
CS × Business Analytics.
Builder. Analyst. Grounded in Curiosity.
Research. Dashboards. Strategy.
I work where the numbers meet the decision.
Selected work.
Python + SQL pipeline to catch duplicate, threshold-violating, and outlier transactions — automated exception reporting, less manual review.
Random Forest classifier across 5,000+ submissions. 27% accuracy lift. Power BI dashboards now actively used by Caldwell faculty.
KPI framework for a clinical AI platform. Projected 60% reduction in documentation workload. Dashboards tracking adoption + model performance.
Tap-based coding environment for beginners. 150+ usability tests. 40% improvement in task success. Two working prototypes shipped.
Where I've been.
Summer 2026
Selective Insurance
Insurance Operations. BI and data insights. Turning operational data into decisions that move the needle.
Aug – Dec 2025
Pyramid Healthcare
KPI strategy for a clinician-facing AI platform. 60% reduction in admin burden. Surfaced inefficiencies across 15+ workflows. Real-time dashboards for leadership.
Aug 2024 – May 2025
Caldwell University
Led 10-person research team. Analytics pipeline across 5,000+ records — 27% data quality improvement. Built the plagiarism system that faculty still use.
Published work.
CCSCNE 2025 Research Seminar
Consortium for Computing Sciences in Colleges, Northeast
Random Forest classifier on 5,000+ submission logs. 27% accuracy improvement. Power BI dashboards for faculty — deployed and in active use.
Internships, collabs, interesting problems.