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AI Personalization Engine for E-commerce Platform
Generative AIMachine LearningGo-To-Market

AI Personalization Engine for E-commerce Platform

E-commerce & Retail3 months

The Challenge

The e-commerce brand had a 2.1% conversion rate and high cart abandonment. Generic product recommendations and one-size-fits-all marketing were not resonating with diverse customer segments.

The Solution

We built a multi-model AI personalization engine that provides individualized product recommendations, dynamic pricing suggestions, and personalized email content. The system uses collaborative filtering, deep learning, and GPT-4 to generate personalized product descriptions and marketing copy.

Technology Stack

PyTorchGPT-4 APIRedisPostgreSQLNext.jsPython/DjangoSegmentStripe

Results

Conversion Rate Increased

187%

Average Order Value

+43%

Cart Abandonment Reduced

35%

Email Click-Through Rate

+124%

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