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Tools built to answer questions I kept running into — and couldn’t find a straight answer to anywhere else.


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Arjuna

The decision engine for long-term investors.

Arjuna helps long-term investors think through major cash-deployment decisions — an inheritance, a bonus, a concentrated position, a retirement runway — using the kind of portfolio analysis normally reserved for institutions, translated into plain English.

You enter your holdings, choose a benchmark and a horizon, and it models thousands of scenarios drawn from historical returns. What comes back is a range of outcomes rather than a single confident number, alongside stress tests, drawdown analysis, and a plain-language read on what to actually do. Scenarios, not forecasts.

I built it after fifteen years in investment banking and institutional finance, for families like my own who had to learn long-term investing from scratch.

  • Holdings by ticker, percentage, dollars, or share count
  • Horizons to 40 years, benchmarked against the S&P 500, Nasdaq 100, or total market
  • Lump sum versus staged deployment, compared across historical start dates
  • Stress tests, drawdown analysis, and PDF, CSV, or shareable-link export
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