I will build predictive machine learning models for your data

Move from describing what happened to predicting what's next. I build and validate machine learning models, churn prediction, demand forecasting, classification, lead scoring, that learn from your historical data and produce accurate, explainable predictions you can put to work.

• Problem framing, feature engineering, and data preparation
• Model selection, training, and rigorous validation (no overfitting)
• Performance metrics explained in plain English
• Predictions delivered as a file, notebook, or simple API
• Feature importance so you understand what drives the outcome

Why me: I have a strong background in applied ML and statistics, and I never hand over a black box. You get a model that performs and an explanation of why it works, so you can trust the results.

Tell me what you want to predict and share your historical data. I'll assess feasibility honestly before we begin, including whether you have enough data. Let's build something that actually forecasts your future, not just charts your past.