E-commerce brand · 2025

Recommendation Engine Integration

Personalized product recommendations integrated into an e-commerce storefront to lift engagement and conversion.

Client

E-commerce brand

Role

Project Manager

Timeline

Jan 2025 – May 2025

Domain

AI / E-commerce

Approach

Agile

Team size

5–9

Budget

Up to $250K

Objective

Integrate a recommendation engine into an e-commerce storefront to deliver personalized product suggestions.

What I did

• ▸ Defined recommendation use cases and KPIs
• ▸ Coordinated data pipeline and model integration
• ▸ Planned A/B testing and rollout
• ▸ Tracked engagement and conversion metrics
• ▸ Coordinated storefront UI placements

Key deliverables

• ▸ Recommendation integration
• ▸ Data pipeline
• ▸ A/B test setup
• ▸ Storefront UI placements
• ▸ Performance reporting

Outcome

Delivered personalized recommendations that improved engagement and supported conversion goals.