I will build customize and interpret machine learning models

Do you need a machine learning model that is built according to your data, properly evaluated, and clearly interpreted? I will help you build custom machine learning models for prediction, classification, clustering, and data-driven decision making.

I am a PhD scholar in Big Data with an MS in Statistics and hands-on experience in machine learning, statistical modeling, survey data analysis, and research-based analytics. I work with Python, R, and related ML tools to provide clean, accurate, and practical solutions for research, business, and analytical projects.

What I can help you with:

Data preprocessing for machine learning

Feature selection and feature engineering

Prediction and classification models

Regression, Random Forest, SVM, XGBoost, decision trees, and other ML algorithms

Clustering and unsupervised learning

Model training, testing, and validation

Hyperparameter tuning and model comparison

Performance evaluation using accuracy, RMSE, MAE, F1 score, AUC, and other metrics

Clear interpretation of model results

Clean code, visual outputs, and summary reports

I do not only train models. I help you choose suitable algorithms, customize them according to your dataset, evalua