diff --git a/readme.md b/readme.md
index 412f67f..c40c153 100644
--- a/readme.md
+++ b/readme.md
@@ -10,3 +10,4 @@
 1. **08_basic_email_web_crawler.py**: web crawler for grabbing emails from a website
 1. **09_basic_link_web_crawler.py**: web crawler for grabbing links from a website 
 1. **10_find_files_recursively.py**: recursively grab files from a directory
+1. **11_optimize_images_with_wand.py**: recursively grab images from a directory, then optimize them for the web