I will build and train machine learning models for prediction and classification

Struggling with data that needs a predictive model, not just a chart?

I'll build and train machine learning models for prediction and classification turning your raw data into a working model that actually performs, backed by real evaluation metrics you can trust.

What you'll get:

• Data preprocessing and feature engineering
• Trained classification or prediction model (XGBoost, Scikit-learn)
• Model testing, evaluation, and optimization
• Handling of imbalanced data (SMOTE) when needed
• Full source code and documentation (Standard & Premium)

Use cases I specialize in:

Fraud detection, credit risk/loan default prediction, stock trend classification, and financial sentiment analysis.

Tools I use:

Python, Scikit-learn, XGBoost, PyTorch, Pandas, Jupyter/Colab

Why choose me:

• Models with proven results up to 0.9998 ROC-AUC on real datasets
• Clear evaluation reports, not just a black-box model
• Fast turnaround and responsive communication

Send me your dataset and the outcome you want to predict I'll handle the rest.