Available
Churn Risk Baseline
A practical churn workflow using Python, pandas, encoding, train/test split, and baseline scoring.
Models
Some models are live, others are placeholders for future builds as the portfolio expands into a broader AI systems platform.
A practical churn workflow using Python, pandas, encoding, train/test split, and baseline scoring.
Scenario modeling for vendor spend, software cost per employee, headcount allocation, and department forecasts.
A future framework for scoring options, assumptions, risk, and recommendation confidence.