Data Strategy & Analytics Consulting
MBA · San Francisco Bay Area
Turning complex data into clear decisions — for organizations that exist to make a difference.
"Data only creates change when the right people understand it and trust it." — Lourdes P. Miller
About
I'm a data and analytics consultant with over seven years of hands-on experience building the systems, frameworks, and reporting infrastructure that education and nonprofit organizations need to make confident, data-informed decisions — and demonstrate real impact.
I have led data governance efforts for a California public school district, developing KPI frameworks aligned to accountability plans across every school site, building automated reporting pipelines, and driving adoption of analytics platforms from the ground up. I have worked across departments, navigated complex stakeholder environments, and translated technical data work into insights that non-technical leaders can act on.
In the nonprofit early childhood education space, I have digitized critical assessment systems across dozens of program sites, reduced manual data work by over 80%, built the reporting infrastructure that sustained state and federal funding, and trained staff at every level to collect and use data with confidence.
I bring deep hands-on expertise in SQL, Power BI, data warehousing, ETL processes, government database research, and stakeholder communication. Whether you need a single dashboard or a complete data strategy, I deliver structured, high-quality work — on time, every time.
As a woman of color and proud daughter of immigrants, I bring a deep personal connection to the communities this work serves. Equity isn't just a framework for me. It's the reason I do this work.
Services
From evaluating program impact and navigating complex government data to building the systems and infrastructure that keep your organization running, I offer practical, hands-on consulting tailored to the realities of education and nonprofit environments.
Define what success looks like for your organization — then build the systems to measure and communicate it.
Demonstrate your organization's impact with rigorous, credible analysis that resonates with funders and boards.
Navigate the complex landscape of public education data on your behalf — surfacing the figures that matter most for planning, grant applications, and accountability needs.
Support for leaders, teams, and researchers who need rigorous data work done — but don't have dedicated in-house capacity to do it.
Ensure your data is accurate, consistent, and audit-ready — with systems your whole team can maintain.
Move from static spreadsheets to live, decision-ready dashboards your leadership team will actually use.
Select, configure, and launch the right tools for your team — with training and adoption support built in.
Build the foundation — from custom collection tools to warehouse architecture — for sustainable, scalable analytics.
Results
Who I Serve
I understand the unique pressures of school district data work — federal reporting requirements, state accountability systems, SIS complexity, and the need to serve both technical staff and school site leaders who are anything but data professionals. I've done this work from the inside.
Nonprofits need data that secures funding, demonstrates community impact, and doesn't overwhelm small teams. I've built measurement systems for early childhood programs, helped organizations survive grant audits with clean data, and enabled leadership to make confident decisions during periods of uncertainty.
My Approach
We begin with a deep listening session to understand your data landscape, pain points, reporting obligations, and strategic goals.
I audit your current data systems, tools, and processes to identify gaps, quality issues, and opportunities for immediate improvement.
I design and implement the right solution — whether that's a dashboard, a governance framework, a new tool, or all three — with your team's capacity in mind.
Every engagement ends with documentation, training, and a team that can confidently own and maintain the systems we built together.
What Colleagues Say
Contact
Whether you're starting from scratch or trying to make better use of what you already have, I'd love to learn about your organization and explore how I can help.