AI Based Recommendation System

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About this service

Summary

I provide a comprehensive AI-based recommendation system designed to deliver personalized recommendations and insights tailored to your users' needs. My unique approach combines advanced model development with detailed performance analysis, interactive data visualizations, and seamless integration, ensuring a highly effective and user-friendly solution.

What's included

  • AI based recommendation system

    Deliverables for an AI-Based Recommendation System: Customized Recommendation Model: A tailored AI model designed to provide personalized recommendations based on user preferences and behavior. Model Performance Report: Detailed analysis of the model’s accuracy, precision, recall, and other relevant metrics to evaluate its effectiveness. Source Code: Complete, well-documented source code for the recommendation system, enabling easy replication and modification. Data Visualization: Interactive charts and graphs illustrating user interaction trends, recommendation accuracy, and system performance. API Integration: A web API for seamless integration of the recommendation system with your existing applications or platforms. User Interface: An intuitive interface for users to interact with and view recommendations, enhancing user experience. Comprehensive Documentation: Detailed documentation covering the data used, model architecture, training process, evaluation results, and implementation guidelines. Hyperparameter Tuning Report: Insights into the impact of various hyperparameter settings on model performance and the final configuration used.


Skills and tools

ML Engineer
AI Model Developer
AI Developer
Python
PyTorch
scikit-learn
TensorFlow
Variational Autoencoders (VAEs)

Industries

Health Care
Real Estate
Banking

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