I will build a customer churn prediction model
Machine Learning Enginee, Backend Specialist: PyTorch, FastAPI
About this Gig
️ Losing customers without knowing why? You're not alone.
Most e-commerce stores lose 60-80% of customers, costing thousands in lost revenue.
I'll build you a custom CHURN PREDICTION MODEL that:
- Identifies customers likely to leave (before they do)
- Gives you 7-14 day advance warning
- Provides actionable insights to save them
- Integrates with your existing data (Shopify, CSV, database)
WHAT YOU GET:
- Trained ML model (85%+ accuracy)
- Customer risk scores (high/medium/low churn risk)
- Detailed report explaining what drives churn
- Python scripts for easy deployment
- Documentation for your team
PERFECT FOR:
- Shopify & WooCommerce stores
- Subscription box businesses
- D2C brands with repeat customers
- Any e-commerce with 6+ months of customer data
MY PROCESS:
1. Analyze your customer data
2. Engineer relevant features (purchase frequency, recency, etc.)
3. Train & test multiple models (XGBoost, Random Forest, Neural Networks)
4. Deliver best-performing model with deployment guide
TECH STACK: Python, Scikit-learn, XGBoost, Pandas, TensorFlow
Every 1% reduction in churn can mean thousands in saved revenue.
Message me before ordering to discuss your specific needs!
Other Data Science & ML Services I Offer
FAQ
What data do I need?
At least 6 months of customer transaction data
How long does it take?
5-7 days for Basic, 7-10 for Standard, 10-14 for Premium
Will this work with Shopify?
Yes, I can work with Shopify exports or API
Do I need technical knowledge?
No, I provide clear documentation and can help with setup

