scenario-modeling

An explainable modeling system that analyzes cryptocurrency prices as equilibrium outcomes shaped by market forces. This simulator computes force decompositions, equilibrium bands, tension scores, and scenario-based what-if simulations to reveal how demand, supply, volatility, liquidity, and speculation negotiate price.

Collection of reproducible how-to guides of Outbreak data analysis tasks using R packages.

Simulation lab for running structured local-first experiments, scenario testing, and reproducible system evaluations.

Experiment assessing the effects of a tiered quarantine system during measles outbreaks

Multi-sector climate pathway calculation engine for the Transition Compass platform

Automated FP&A forecasting and scenario modeling engine with driver-based revenue modeling, P&L projections, confidence intervals, and variance backtesting. Exports executive-ready Excel reports.

Excel FP&A and business control model for a synthetic renewable energy portfolio using Power Query, variance analysis, scenario modeling, and dashboard reporting.

Scala policy simulation backend for governance scenarios, launch gates, risk thresholds, and operator-facing decision forecasting.

U.S. Business Energy Cost Planner — How would different electricity-use assumptions interact with reported state commercial electricity prices, and which assumptions drive the energy-only budget?

Evidence-backed scenario workbench with explicit assumptions, deterministic calculations, sensitivity, and decision records.

Python + Prophet + Streamlit forecasting app with 30-180 day scenario modeling, seasonality decomposition, and auto-generated plain-language insights, replaces manual Excel-based revenue planning.

AI-powered Shibuya urban scenario forecasting demo with recruiter-friendly HTML preview.

Structured diagnostic analysis of Superstore sales data identifying margin erosion drivers and modeling pricing intervention impact.

Full-featured data viz platform with what-if analysis, drag-and-drop dashboards, multi-source data integration, and presentation mode. This is designed for both analysts and non-technical stakeholders. (Under Construction)

Scenario-based workforce planning & demand forecasting — capacity modeling, attrition-adjusted supply, and time-to-fill simulation. Streamlit.

An exploratory digital campaign planning simulator for testing media scenarios, assumptions, allocations, and trade-offs.

Financial stress simulator with scenario modeling and actionable recommendations

BankrollIQ is a Prediction Intelligence Platform featuring Prediction IQ™, Real-Time Market Intelligence™, confidence scoring, portfolio analysis, probability modeling, scenario planning, allocation intelligence, and educational analytics tools designed to help users make better decisions through data-driven insights.

Kinaxis — independent third-party profile of a public API surface, by API Evangelist. Kinaxis is a concurrent supply chain planning platform — branded Maestro (formerly RapidResponse) — that provides REST APIs for supply chain orchestration, scenario modeling, demand sensing, and supply planning across global manufacturing and distribution networks