diff --git "a/qdrant-landing/content/blog/navigating-the-complexities-of-vector-search-practical-insights-from-diverse-projects-in-image-search-and-rag-no\303\251-achache-vector-space-talk-008.md" "b/qdrant-landing/content/blog/navigating-the-complexities-of-vector-search-practical-insights-from-diverse-projects-in-image-search-and-rag-no\303\251-achache-vector-space-talk-008.md"
index 078069a69..937dcd6f8 100644
--- "a/qdrant-landing/content/blog/navigating-the-complexities-of-vector-search-practical-insights-from-diverse-projects-in-image-search-and-rag-no\303\251-achache-vector-space-talk-008.md"
+++ "b/qdrant-landing/content/blog/navigating-the-complexities-of-vector-search-practical-insights-from-diverse-projects-in-image-search-and-rag-no\303\251-achache-vector-space-talk-008.md"
@@ -36,7 +36,7 @@ Noé Achache is a Lead Data Scientist at Sicara, where he worked on a wide range
 
 Discover the efficacy of Dino V2 in image representation and the complexities of deploying vector databases, while navigating the challenges of fine-tuning and data safety in sensitive fields.
 
-In this episode, Noe Acache, Lead Data Scientist at Sicara, shares insights on vector search from image search to retrieval augmented generation, emphasizing practical application in complex projects.
+In this episode, Noe Acache, shares insights on vector search from image search to retrieval augmented generation, emphasizing practical application in complex projects.
 
 5 key insights you’ll learn: