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SaaS · Machine Learning

RiskSim Enterprise

Monte Carlo risk simulation platform

Role
Full Stack Developer
Year
2025
Status
Open source
Stack
6 technologies
Source code

  • 10,000

    Iterations per simulation

Overview

RiskSim helps organisations put a number on risk: model a scenario, run thousands of simulations and see the likely financial impact — and the ROI of defending against it.

What I built

  1. 0110,000-iteration Monte Carlo risk simulations powered by NumPy / SciPy.
  2. 02Interactive canvas for building risk scenarios.
  3. 03Financial impact, revenue-loss and security-ROI calculations.
  4. 04Multi-location risk monitoring, incident tracking and defence-effectiveness metrics.