Digital Process Control: Predictive Yield Modeling
Forecasting bioreactor yield with 93% accuracy using Random Forest regression, driving a $2.1M reduction in annual waste.
Technical Operations Leader: Driving Digital Manufacturing & Process Transformation. Certified in Lean Six Sigma Black Belt, Automation, and Cybersecurity.
Forecasting bioreactor yield with 93% accuracy using Random Forest regression, driving a $2.1M reduction in annual waste.
Delivered a 9-month multi-site tech transfer 2 weeks early and under budget by integrating \textbf{PMP risk management} with CFD modeling.
Led GMP operations, tech transfers, and improvement initiatives, focusing on MES/DeltaV Automation readiness and data integrity for new systems.
Certified in DMAIC methodology, Lean integration, and advanced statistical methods for quantifiable operational excellence.
Strategic expertise in factory modernization, the Digital Thread, and IIoT integration for production systems (University at Buffalo).
Expertise in developing production-ready Python scripts for systems integration, data acquisition, and optimizing technical workflows.
Advanced expertise in securing OT infrastructure and managing risk for critical Industrial Control Systems (ICS/SCADA) and MES networks.
Credentialed in project execution, risk management, and professional communication—bridging engineering leadership with business excellence.
University of Notre Dame — foundational expertise supporting high-stakes biopharmaceutical manufacturing and data-driven process control.
Extensive training designed to complement a decade of practical experience, covering specialized technical, management, and strategic disciplines.
Reach out about biotech, MSAT, process engineering, or leadership opportunities.