At Aviso AI, I architect revenue intelligence models that deliver sub-10% MAPE aggregate forecasts and over 80% recall for deal-level win predictions across business segments.
I've operationalized Kubeflow pipelines with daily model refreshes, cutting manual intervention by 85%, while leading client onboarding and production deployments with zero critical incidents.
Previously at Definitive Healthcare and IQVIA, I delivered large-scale healthcare and pharmaceutical analytics across 10M+ patient records, contributing to $1B+ in measurable business value and multi-million-dollar strategic decisions. My work has also been presented at MDA 2025 and AANEM 2024.
Across 13+ years, I've built automated analytics pipelines, led data science teams, and turned ad-hoc analysis into reliable production systems using Python, SQL, Databricks, cloud platforms, and MLOps tooling.
