I will develop predictive models and recommendation systems

Transform your data into actionable insights with custom predictive models and intelligent recommendation systems powered by advanced machine learning algorithms.

What I Offer:

Predictive Modeling:

• Customer churn prediction
• Sales and demand forecasting
• Price optimization models
• Risk assessment and fraud detection
• Time series forecasting
• Classification and regression models

Recommendation Systems:

• Product recommendation engines
• Content recommendation systems
• Collaborative filtering (user-based and item-based)
• Hybrid recommendation approaches
• Personalized user experience systems
• Similar item suggestions

Technical Stack:

• Python (scikit-learn, TensorFlow, PyTorch, XGBoost)
• pandas, NumPy for data processing
• Model evaluation and optimization
• Feature engineering and selection
• A/B testing framework integration

Deliverables: Trained and optimized ML model Clean, documented code Model performance report with metrics Implementation guide API integration (optional) Deployment assistance (optional)

Why Choose Me:

• Proven expertise in ML and deep learning
• Focus on business impact, not just accuracy
• Clear communication throughout the project
• Post-delivery support included