diff --git a/src/blogs/side-project-8-15-23.filler.html b/src/blogs/side-project-8-15-23.filler.html
index f19d689..9d1ec43 100644
--- a/src/blogs/side-project-8-15-23.filler.html
+++ b/src/blogs/side-project-8-15-23.filler.html
@@ -43,7 +43,7 @@
 </p>
 
 <p>
-  Embeddings was chosen as the lookup method that way we don't have to worry about data being parsed out of the email being an exact
+  I chose embedding as the lookup method so that we don't have to worry about the data parsed out of the email being an exact
   match for what the user inputted. This also allows the lookup to work even when certain things such as location are missing from the 
   email. 
 </p>