All workCASE STUDY 
ARCHITECTURE
SmartShop AI — Multimodal E-Commerce Platform
BLIPRESNET-50BERTLLAMA 3.1
Six models fine-tuned and unified behind one API.
smartshop.app
BEFORE — WHAT GOES IN
A product listing — title, images, and existing customer reviews.
AFTER — WHAT COMES OUT
A product page: an auto-generated description, an image-quality flag, a sentiment breakdown of its reviews, and a chatbot answering a shopper's question with a source snippet.
Product Data
Vision + NLP Models
Fusion Layer
Recommendation & Chatbot
REST API
SAMPLE OUTPUT
A product page with a generated description, a sentiment breakdown of its reviews, and WCAG-compliant alt text.
smartshop.app/report
[ SMARTSHOP AI — SAMPLE OUTPUT ]
6 AI modules
6 models fine-tuned
WCAG-compliant alt text
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