Projects
Products people can use, analytical stories they can explore, and focused case studies with a clear point of view.
Each project moves from a messy source or user problem to a working, documented experience.
A warmer path from first visit to care.
An end to end redesign for a California clinical psychologist. The experience balances personal warmth with professional credibility and makes services, fees, and consultation paths easier to understand.
Evidence in. Decision out.
A full stack market research app that turns a company name into a structured, source grounded brief by combining live web search, financial data, public filings, social signals, and AI analysis in one interactive dashboard.
The clean hypothesis did not survive the data.
An interactive globe that tests whether environmental greening favors wealthy countries and finds the hypothesis wrong. MODIS vegetation data from 166 countries shows that geography, water, and land use matter more than income.
Where the grid fails, and what predicts it.
An analysis of major United States power outages from 2000 to 2016 using Purdue University laboratory data. It tests how outage causes affect duration and predicts restoration time from information available when an outage begins.
Case studies
Structured analyses that connect filings, market behavior, and statistical evidence to a clear strategic call.
Three models. One five year call.
A filing led strategic finance case study comparing how Intuit, BILL, and Toast monetize the small business wallet, and which growth model appears most durable over a five year horizon.
UC campuses compete over everything. Now sustainability has a scoreboard.
An interactive ranking of nine UC campuses across seven publicly reported sustainability measures, including buildings, emissions, energy, water, curriculum, climate, and waste.
The popularity gap is mostly genre, not collaboration.
An analysis of nearly 90,000 tracks using OLS, genre fixed effects, confidence intervals, and robustness checks. It finds that 99 percent of the raw popularity gap comes from genre composition, not collaboration.