Administrator, Assessment, Accountability & Continuous Improvement
Riverside County Office of Education
I came to education data through an unlikely path. I started my career as a band director — years in the classroom before moving into educational compliance and eventually data administration. That transition wasn’t a pivot so much as following the thread: the same part of my brain that tried to force a bunch of high schoolers to stand in neatly spaced straight lines turned out to be pretty good at optimizing data systems. I pursued an Ed.D. in Education Leadership and Policy at UCLA, with additional doctoral coursework at UC Riverside in school finance, policy analysis, and advanced statistics.
Today I work at the Riverside County Office of Education, where I manage data infrastructure and accountability reporting across 23 school districts serving about 420,000 students. I build automated accountability reports that are available to every LEA in California, maintain public Tableau dashboards that inform district decision-making, and navigate data sharing partnerships with other state agencies and higher education institutions, such as the CSU system and the State Treasurer’s Office through CalKIDS. The stack runs on Python, R, SQL, Kubernetes, Airflow, dbt, Tableau, and Shiny — but the real work begins once data is in the hands of educators. Too often, we don’t even get to that point — and that’s where we come in. Providing timely, actionable data so that the experts in classrooms can do what they do best.
I was named RCOE’s 2024 Classified Administrator of the Year. When I’m not wrangling data pipelines or debugging container orchestration, I’m usually at a conference somewhere making the case that public education agencies can modernize their data infrastructure without losing sight of the students at the center of every dataset.
Identifies student groups at risk of participation rate penalties on annual state assessments.
Tableau
Monitors college savings account registration and claiming across 23 districts.
Tableau
College/Career Indicator trends disaggregated by student group.
Tableau
Learning Recovery Emergency Block Grant needs assessment for targeted student groups.
Tableau
Annually updated school identification tool based on California Dashboard business rules. Running since 2018.
R / ShinySharing RCOE’s data collaboration journey — from National Student Clearinghouse partnerships to statewide Dashboard Estimates.
“Trust, Transfer, Transform: The Role of Data Agreements in Scaling Student Impact”
Co-presented with RCOE, CSU Chancellor’s Office, and CalKIDS Institute (UCLA) on building county-led data-sharing partnerships.
“From Shiny to Strategic: Choosing Data Tools That Empower Educators and Align with Real-World Practice”
Co-presented with CCEE, SDCOE, and SBCSS on a framework for evaluating and selecting data platforms across six decision-making domains.
“Unlocking Student Data to Close Equity Gaps”
Panelist alongside San Diego COE and USC Rossier EdPolicy Hub on interoperable data standards and real-time APIs for equity-focused decision-making.
“LocalGPT for Student Voice while Respecting Student Privacy”
Demonstrated locally-hosted LLMs (Meta-Llama 3) for analyzing student focus group transcripts while maintaining FERPA compliance.
“Sharing is Caring: How Data-Sharing Supports Student Success”
Co-presented with RCOE on leveraging county-level data sharing within California’s System of Support.
“Diagnosing System Inequities Through Transcript Analysis and the Measuring Student Learning Project”
Co-presented with RCOE on using transcript analysis and grade distribution data to identify system-level inequities across Riverside County.
Full CV available for download.
Download CV (PDF)