Streamlit Image Search (CLIP + FAISS)
Visual + text search across 18K+ product images with filters and S3-backed assets.Data EngMLInternal Tools
Problem
Teams couldn't browse by appearance; text lookups missed similar/alternate styles.
Solution
Built a Streamlit app using CLIP embeddings + FAISS for cosine similarity, with metadata filters and instant grid UI.
Impact
- 18K products fully searchable by image + text
- Cut manual lookup time by ~80%
- Foundation for customer-facing discovery