I will do predictive machine learning, customer churn, risk modeling, fraud detection

Bangladesh

I speak Bengali, English, Hindi

3 orders completed

Turning Numbers into Narratives and Insights into Impact

🎓 Data Scientist | Statistician 🎓 Bachelor's in Statistics | Master's in Applied Statistics & Data Science With a strong academic foundation and hands-on expertise, I offer advanced statistical ana...
About this Gig

Unlock business insights with predictive machine learning models built for real-world impact. Inbox me before Order.


I specialize in predictive machine learning using Python and R to solve key business problems such as customer churn, financial and healthcare risk modeling, fraud detection, and behavioral analytics. From classification and clustering to feature learning, I deliver end-to-end machine learning solutions that are explainable, scalable, and production-ready.


What Youll Get:

  • Custom predictive machine learning models
  • Customer churn analysis to identify and reduce attrition
  • Financial or healthcare risk modeling for informed decisions
  • Fraud detection using Logistic Regression, XGBoost, and classification algorithms
  • Visual explainability with SHAP plots, confusion matrices, and ROC curves
  • Clean documentation and Excel-ready deliverables for easy reporting

Tools & Technologies Used:

  • Programming Languages: Python, R
  • Frameworks: scikit-learn, PyTorch, TensorFlow
  • Data Tools: Pandas, Jupyter Notebook, RStudio, Stata
  • Explainability: SHAP, LIME
  • Database-ready: Clean and optimized datasets
  • Visualization-ready: Need forecasts and dashboards? See my Power BI gig

Expertise:

Feature learning

Classification

Churn

Clustering

Programming language:

Python

R

Frameworks:

Scikit-learn

PyTorch

Panda

Tools:

Jupyter Notebook

TensorFlow

Stata

RStudio

My Portfolio