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Cover image for Image Search for a DTC Furniture Retailer's App
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Image Search for a DTC Furniture Retailer's App

FreeVerified credential2 weeksIntermediate

Overview

What this challenge is about.

Build a visual search index for a furniture catalog, compute Recall@5 on user photos, and deliver a Streamlit demo. Get a verifiable certificate.

The scenario

The retailer (around 110 staff, EUR 45M annual revenue) lives on app engagement; product analytics suggests 'find similar' could lift session length by 12-15 percent.

CredentialBlockchain-anchored
ShareableLinkedIn-ready
LanguageEnglish
PaceSelf-paced

The Brief

What you'll do, and what you'll demonstrate.

Prototype an image-similarity search with at least 0.70 Recall@5 on user-style photos and recommend the next A/B test.

Earning criteria — what you'll demonstrate

  • Use pretrained vision embeddings for a similarity-search task
  • Build a small vector index and query it efficiently
  • Evaluate retrieval with Recall@k
  • Recommend product-experiment next steps from a working prototype

Program Fit

Where this fits in your program.

Sharpens the same skills your degree expects you to demonstrate.

Aligned coursework coming soon.

Careers

Career paths this challenge builds toward

Completing this challenge demonstrates skills that transfer directly to these roles:

Computer Vision Engineer

Image-embedding-based search is a portfolio-friendly CV engineering project that any consumer-AI or commerce-AI team values.

This challenge sharpens

  • image-embeddings
  • vision-transformers
  • image-search

AI Engineer

Wrapping pretrained models + vector indices as a working demo is the AI-engineer skill that ships features in startups.

This challenge sharpens

  • image-search
  • ui-prototyping
  • image-embeddings

AI Product Manager

Designing the A/B test off a working prototype is the AI PM's craft of turning models into measured product moves.

This challenge sharpens

  • evaluation
  • ui-prototyping
  • image-search

One more thing

You can put a credential on your CV by Friday.