I will do data science and machine learning projects in python

Basic Starter Model

I will build a baseline supervised model on your cleaned dataset to deliver fast, actionable predictions. Includes: data preprocessing, baseline model (Logistic/RandomForest), performance metrics (accuracy, precision), and 1 revision. Delivery: 1-5 days.

Intermediate Business Model

I will develop a robust predictive model with feature engineering and tuning so you can use reliable predictions for business decisions. Includes: feature engineering, tuned XGBoost/LightGBM model, crossvalidation metrics, SHAP feature importance, Jupyter notebook, and a 15minute walkthrough. Delivery: 7-10 days.

Premium Production Ready

I will deliver an endtoend supervised ML solution ready for production. Includes: preprocessing scripts, trained model, inference script, model explainability (SHAP/LIME), Dockerized example, deployment guide, full report, and a 30minute consultation. Delivery: 10-16 days.