Data Scientist
CurrentLed enterprise-wide data initiatives that parallel federal modernization priorities:- Enterprise Data Governance & Integration- Co-administered central energy data architecture managing 170,000+ data points across multiple systems and sources- Implemented data quality frameworks resulting in 200% improvement in anomaly detection and predictive maintenance- Developed automated data validation and reporting systems across 500+ smart utility metersData-Driven Decision Making & Resource Optimization:- Quantified $12M+ in annual energy cost savings through advanced analytics and predictive modeling- Developed LSTM neural networks for predictive analytics, optimizing resource distribution across large-scale campus operations- Built 150+ energy baselines using machine learning, enabling data-driven Facilities Management decisionsDigital Service Delivery & Public Access:- Architected internal dashboards in Google Looker Studio and Tableau for thousands of campus work orders, prioritizing simplicity to help supervisors prioritize and organize their workflow - Architecture support of public-facing energy education platforms and dashboards (ceed.ucdavis.edu) to improve transparency and citizen engagement- Created user-centric interfaces for accessing and visualizing complex utility data- Led cross-functional teams in developing public-facing applications and analytical tools
