Ricardo Ramirez Jr.
I spent five years with USAA Bank, one of the largest financial institutions in the country, solving operational and reporting problems at scale.
I redesigned reporting infrastructure across four director-led teams, replacing fragmented spreadsheets and disconnected processes with automated systems that reduced executive reporting from days to under ten minutes. I built predictive monitoring models that identified operational failures up to six months before they surfaced elsewhere, and the systems I developed saved more than 5,600 hours annually.
But eventually I realized something:
The same problems I was solving inside a major financial institution existed everywhere in my own community.
Construction companies struggling to understand which jobs were actually profitable. Nonprofits spending hours assembling board reports they still didn't fully trust. Clinics operating across disconnected spreadsheets, emails, and manual processes with little visibility into performance, bottlenecks, or operational risk.
These organizations are not failing. They simply haven't had access to someone who designs operational systems, reporting infrastructure, and automation professionally.
That's the gap I fill.
I build practical systems that help organizations reduce manual work, centralize information, improve visibility, and make faster, more informed decisions — without forcing them to overhaul everything they already use.
"What sets Ricardo apart are his data analytic skills and his ability to pull together data from multiple sources. He proactively offers analysis that creates real insight into how a process is performing — and he's always looking for ways to automate data collection so less time is spent pulling data and more time is spent understanding it. The visibility he created kept our remediation portfolio on track and advanced the thinking of the entire team."— Senior Director, USAA Bank
Ready to work with someone who's done this at scale?
One conversation is enough to understand where your data stands and what it would take to build something better.
Let's look at your numbers