You will get Customer Churn Prediction Model | Machine Learning for Business Insights
Project details
I specialize in building machine learning models tailored to customer churn prediction. What sets my work apart is a combination of strong technical expertise and practical business insight. I don’t just deliver a model; I deliver actionable insights that help you reduce churn, retain more customers, and increase revenue.
Using Python, Scikit-learn, XGBoost, and Pandas, I design efficient and accurate models that are easy to integrate into your business processes. I focus on clean code, clear documentation, and visual reports so you can understand and act on the results. Whether you provide raw data or already-structured datasets, I handle everything from preprocessing to model deployment.
If you’re looking for a data-driven solution that’s more than just numbers—and instead a tool you can use to make better decisions—this project is built for you.
Using Python, Scikit-learn, XGBoost, and Pandas, I design efficient and accurate models that are easy to integrate into your business processes. I focus on clean code, clear documentation, and visual reports so you can understand and act on the results. Whether you provide raw data or already-structured datasets, I handle everything from preprocessing to model deployment.
If you’re looking for a data-driven solution that’s more than just numbers—and instead a tool you can use to make better decisions—this project is built for you.
Machine Learning Tools
NumPy, pandas, Python Scikit-Learn, PyTorch, scikit-learn, TensorFlow, XGBoostWhat's included
| Service Tiers |
Starter
$150
|
Standard
$300
|
Advanced
$700
|
|---|---|---|---|
| Delivery Time | 2 days | 4 days | 7 days |
Number of Revisions | 1 | 2 | 4 |
Number of Model Variations | 1 | 2 | 3 |
Number of Scenarios | 1 | 2 | 3 |
Number of Graphs/Charts | 2 | 4 | 6 |
Model Validation/Testing | |||
Model Documentation | - | ||
Data Source Connectivity | - | - | |
Source Code | - |
Frequently asked questions
About Charles
Web Developer (React, Python, SQL) | Data Science
Nairobi, Kenya - 11:53 pm local time
✨ What I can do for you:
AI/ML Models: Build and train predictive models, recommendation systems, and classification/regression solutions.
Data Analysis & Visualization: Clean, analyze, and visualize data using Python (Pandas, NumPy, Matplotlib, Seaborn).
Web Development: Full-stack solutions with React, Python (Flask), and SQL for modern, responsive apps.
APIs & Integrations: Deploy AI/ML models into web applications and make them usable in real-world scenarios.
🎯 With a background in Software Engineering & Data Science training, I’ve worked on projects ranging from interactive coding platforms to data-driven insights and automation tools.
I’m passionate about AI/ML and always eager to collaborate on projects that need innovative, data-powered solutions.
Let’s build something smart together.
Steps for completing your project
After purchasing the project, send requirements so Charles can start the project.
Delivery time starts when Charles receives requirements from you.
Charles works on your project following the steps below.
Revisions may occur after the delivery date.
Data Collection & Cleaning
Import and clean your dataset, handling missing values and preparing it for modeling
Exploratory Data Analysis
Analyze data patterns, correlations, and visualize insights related to churn.