AI Recommendation Engine
AI Neural Network
Intelligent recommendation matrix
Overview
Low-latency recommendations with batch and real-time features.
Outcomes
- +14% CTR and +7% AOV on exposed cohorts.
- Clear ownership and maintainable handoff to client teams.
The Challenge
Cold-start performance and model drift.
The Solution
Feature store with periodic retraining and A/B prompts.
Flow & UI Sketches
Project Details
- Client:ShopSmart Inc.
- Year:2023
- Category:GenAI
- Technologies:GenAI, Machine Learning, Python
Design System
Theme
AI Recommendation & Personalization
Color Palette
Violet (#8b5cf6) + Amber (#f59e0b)
Typography
Analytics-focused fonts, data-driven layouts, ML-oriented
Visual Style
Intelligent, data-driven, recommendation-focused with algorithm visualization
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