I will build a customer churn prediction model

Kenya

I speak English, Swahili

Machine Learning Enginee, Backend Specialist: PyTorch, FastAPI

Hi! I'm Rotich, an ML Engineer and Researcher bridging complex AI with high-performance backends. I bring both academic rigor and real-world industry impact to your systems. WHAT I BUILD: • AI Deploy...
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:


  1. Identifies customers likely to leave (before they do)
  2. Gives you 7-14 day advance warning
  3. Provides actionable insights to save them
  4. Integrates with your existing data (Shopify, CSV, database)


WHAT YOU GET:

  1. Trained ML model (85%+ accuracy)
  2. Customer risk scores (high/medium/low churn risk)
  3. Detailed report explaining what drives churn
  4. Python scripts for easy deployment
  5. 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!

Expertise:

Image processing

Classification

Churn

Clustering

Programming language:

Python

SQL

Colab

MLflow

Frameworks:

Scikit-learn

Google ML Kit

Keras

PyTorch

Panda

APIs:

Microsoft Computer Vision AI

Tools:

Jupyter Notebook

OpenCV

TensorFlow

Excel

MLflow

Colab

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