Nate Givens Email & Phone Number

Ashland, VA, US

Richmond, Virginia, United States

• Led team to build new Kubeflow model training pipeline for large-scale credit-risk decisioning models
• Coordinated with teams of MLEs, data scientists, and business analysts to onboard models to pipeline
• Reduced model training costs by 90% without sacrificing quality and runtime
• Thought leader for adapting best practice agile software development principles to ML
• Led, mentored, and grew team of machine learning engineers

• Led analytic center of excellence
• Delivered software integration, automation, and analysis projects to every department and to customers
• Overhauled data model to enable product interoperability across enterprise suite of products
• Grew Enterprise Software Integration team to expand capacity for delivering mission-critical functionality

Richmond, Virginia Area

• Led team to develop NLP ML models to classify customer service calls and identify complaints
• Implemented and improved model monitoring
• Reviewed and enhanced call volume prediction models
• Proposed, designed, and implemented automation of regulatory reports, reducing hours spent by 90%
• Led enterprise-wide Money Laundering Risk Assessment during on-prem to cloud transition

• Developed ML solutions for optimal pricing, bidding strategy, and product recommendation
• Led design, development, and deployment of web and mobile applications for Fortune 500 companies
• Designed and implemented automated reporting system to create customized, client facing business reports on demand

Vienna, VA

• Designed and built automated pipeline for ingesting updated economic data into valuation models
• Contributed to the quarterly strategic review by maintaining and upgrading models and conducting ad hoc analysis for executives

Richmond, VA

• Co-founded indie software development studio, publisher of critically-acclaimed game Ash and Ash II (with Konami)
• Managed client relationships for contract game development

Ann Arbor, MI

• Assistant-taught Econ 310 Money and Banking (three times).

• Automated goal-setting and tracking for national sales team
• Conducted and presented data and statistical analysis in support of sales strategy

• Developed Monte Carlo simulation for optimizing benefits allocation
• Presented data analysis and recommendations to customers at the C-level
• Developed and conducted routine reporting in support health care strategy

• Developed discrete-event simulation to optimize Emergency Department staffing
• Provided insights on causal factors impacting patient outcomes in Emergency Departments

Master Of Arts (Ma), Economics

I studied industrial organization, complex systems, and public economics. My research interests focused on computation, agent-based.

Me, Systems Engineering

I attended UVA's Accelerated Master's Program in Systems Engineering from 2006 - 2007 while continuing to work full time at Dominion.

Bs, Mathematics, Computer Science

After my first year (1999-2000) I left school and lived as a missionary in Hungary for 2 years. I returned to school in 2002 and graduated.