• Developed a Personalized E-commerce Recommendation System.
• Processed over 538,000 raw data entries to generate personalized product recommendations for customers; Achieved a 15% increase in customer purchase rates through the Content-Based Recommendation techniques.
• Created 5 different email templates tailored to customer preferences, resulting in a 35% improvement in email open rates; Redesigned email formats, delivering a 25% boost in performance as evidenced by A/B testing.
• Developed an automated email system dispatching over 17,000 emails daily via Kubernetes Cron jobs, Klaviyo and Shopify APIs, saving 21 hours of weekly work; Enhanced system stability and achieving a 93% delivery rate.