You will get Customer Churn Prediction Model | Machine Learning for Retention
Project details
You will get a customer churn prediction model that helps your business identify which customers are most likely to leave, so you can take action before it happens.
Using Python, SQL, and machine learning (scikit-learn, Pandas, NumPy), I will build a model that analyzes your historical customer data (transactions, demographics, activity, etc.) and delivers clear predictions, insights, and visual reports.
What sets this project apart:
🎯 Actionable retention strategy – focus your marketing on high-risk customers.
📊 Visual reports – see which factors influence churn the most.
⚡ Multiple package options – from a simple baseline model to a full automated pipeline with dashboards.
💡 Scalable approach – models that can be updated with new data as your business grows.
Whether you’re a SaaS company, e-commerce store, or service provider, this project gives you the tools to reduce churn, improve retention, and grow customer lifetime value.
Using Python, SQL, and machine learning (scikit-learn, Pandas, NumPy), I will build a model that analyzes your historical customer data (transactions, demographics, activity, etc.) and delivers clear predictions, insights, and visual reports.
What sets this project apart:
🎯 Actionable retention strategy – focus your marketing on high-risk customers.
📊 Visual reports – see which factors influence churn the most.
⚡ Multiple package options – from a simple baseline model to a full automated pipeline with dashboards.
💡 Scalable approach – models that can be updated with new data as your business grows.
Whether you’re a SaaS company, e-commerce store, or service provider, this project gives you the tools to reduce churn, improve retention, and grow customer lifetime value.
Machine Learning Tools
Apache Spark, Azure Machine Learning, BERT, ChatGPT, Deeplearning4j, GitHub Copilot, Google AutoML, Google Sheets, MLflow, NLTK, NumPy, Open Neural Network Exchange, OpenCV, pandas, Python, Python Scikit-Learn, PyTorch, scikit-learn, SciPy, SQL, TensorFlow, Tesseract OCR, XGBoostWhat's included
| Service Tiers |
Starter
$100
|
Standard
$250
|
Advanced
$500
|
|---|---|---|---|
| Delivery Time | 4 days | 6 days | 8 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 1 | 3 | |
Number of Scenarios | 1 | 2 | |
Number of Graphs/Charts | 2 | 4 | |
Model Validation/Testing | |||
Model Documentation | - | ||
Data Source Connectivity | |||
Source Code | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$30 - $150
Additional Model Variation
+$20
Model Documentation
+$10
Source Code
+$20Frequently asked questions
7 reviews
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DA
David A.
Jul 7, 2026
Looking for a Computer Data Engineer to help with development of report generating software
BK
Bill K.
Feb 6, 2026
E-commerce Analytics + Looker Studio Expert (GA4 / CRO Specialist) for Analysis Coaching
Good when he shows up to work, which he hs challenges with. Always new reason.
SW
Shane W.
Jan 22, 2026
Job Post: AI-Assisted Web App for Christmas Light Layout Markup
Our project got off to a rough start, and we had a disagreement because the initial delivery did not meet the agreed scope.
Later, Omar reached out, acknowledged that my concerns were valid, apologized, and delivered what was originally promised. I really appreciate that he took the time to make things right, even after the project had ended on a negative note.
While the process was more difficult than I had hoped, I believe it’s important to recognize when someone takes responsibility and follows through. Based on the final outcome and Omar’s willingness to correct the situation, I’m updated my review to five stars.
Later, Omar reached out, acknowledged that my concerns were valid, apologized, and delivered what was originally promised. I really appreciate that he took the time to make things right, even after the project had ended on a negative note.
While the process was more difficult than I had hoped, I believe it’s important to recognize when someone takes responsibility and follows through. Based on the final outcome and Omar’s willingness to correct the situation, I’m updated my review to five stars.
JO
Jeff O.
Dec 26, 2025
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Karim A.
Sep 19, 2025
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About Ammar
Data Scientist | Python | SQL | ML | Data Engineering | AI
100%
Job Success
Khanewal, Pakistan - 9:08 am local time
With 2+ years of experience, I've helped startups and businesses save time, eliminate manual work, and make better decisions through Python, SQL, automation, and AI-powered data solutions.
Here's what I can help with
📊 Dashboards & Business Intelligence
Looker Studio, Google Sheets, Excel, GA4
Google Ads & Search Console reporting
CRM dashboards, KPI tracking, and executive reporting
Interactive dashboards with automated refreshes
⚙️ Data Engineering & Automation
Python scripting and ETL pipelines
API integrations and data synchronization
Workflow automation with n8n and Zapier
Data cleaning, transformation, and scheduled reporting
🤖 Machine Learning & Predictive Analytics
Classification and regression models
Customer segmentation and churn prediction
Forecasting and time-series analysis
NLP and business analytics
🧠 AI & LLM Solutions
OpenAI & Claude API integrations
RAG pipelines
AI-powered document extraction and summarization
Intelligent business assistants and workflow automation
🧹 Data Preparation
Cleaning messy spreadsheets and databases
Combining data from multiple sources
Fixing broken reports and improving data quality
Preparing datasets for analytics and machine learning
Why clients hire me
✔ Clean, maintainable, well-documented code
✔ Strong business understanding—not just technical implementation
✔ Clear communication and reliable project delivery
✔ Solutions built to be scalable, practical, and easy to maintain
If you're looking for someone who can bridge the gap between business goals and technical execution, I'd be happy to discuss your project.
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Data Scientist | Python Developer | SQL | Machine Learning Engineer | Data Analyst | Predictive Modeling | Classification | Regression | Data Cleaning | Data Visualization | Dashboarding | Looker Studio | Google Data Studio | Business Intelligence (BI) | Excel Dashboards | Google Sheets | Automation Specialist | n8n | Zapier | Python Scripts | ETL | Pandas | NumPy | Scikit-learn | NLP | Sentiment Analysis | Time Series Forecasting | ARIMA | Prophet | Streamlit
Steps for completing your project
After purchasing the project, send requirements so Ammar can start the project.
Delivery time starts when Ammar receives requirements from you.
Ammar works on your project following the steps below.
Revisions may occur after the delivery date.
Data Review & Cleaning
I’ll inspect and clean your dataset to ensure it’s ready for analysis.
Feature Engineering & Model Training
I’ll create relevant features and train churn prediction models.