I build data tools and decision environments that turn operational complexity into clear, decisive action. From intervention dashboards for educators to enterprise financial forecasting suites to leadership crisis simulations — the through-line is always the same: converge the right information, eliminate the noise, enable managers to move faster.
From K–12 classrooms to oil and gas boardrooms to crisis war rooms — software and decision environments built for the person who has to act, not just analyze.
An AI-powered math intervention dashboard. Tracks student progress across skill domains, surfaces coaching insights, and supports MTSS/RTI documentation — all locally in the browser, no data sent anywhere.
A Harvard Business School case-based leadership simulation. Play as CEO David Neeleman during the 2007 Valentine's Day crisis — six decision points, live stakeholder metrics, and an AI-generated debrief grounded in servant leadership and crisis communications research.
A 5-year financial forecasting suite for enterprise finance teams. Scenario planning, Monte Carlo simulation, P&L drill-down by segment, risk sensitivity analysis, workforce cost modeling, and M&A overlay — converged into a single, restricted-access interface with narrative intelligence that flags anomalies and surfaces upside signals in plain language. Available upon request.
A real-time operational dashboard for energy finance leaders. P&L drill-down by segment, production analytics, commodity price sensitivity, hedging exposure, producer benchmarking, and scenario modeling — converged into a single command interface.
Three stories — from tech, basketball, and government — on what happens when the right information reaches the right manager in time to matter.
Best way to reach me is LinkedIn. If you're building something that needs sharper data tools, or you're just curious about the work — I'd love to connect.