diff --git a/README.md b/README.md
index afc9db5..dc62f95 100644
--- a/README.md
+++ b/README.md
@@ -763,6 +763,7 @@ An updated and organized reading list for illustrating the patterns of scalable,
 	* [Deep Learning for Domain Name Valuation at GoDaddy](https://sg.godaddy.com/engineering/2019/07/26/domain-name-valuation/)
 	* [Similarity Clustering to Catch Fraud Rings at Stripe](https://stripe.com/blog/similarity-clustering)
 	* [Personalized Search at Etsy](https://codeascraft.com/2020/10/29/bringing-personalized-search-to-etsy/)
+	* [ML Feature Serving Infrastructure at Lyft](https://eng.lyft.com/ml-feature-serving-infrastructure-at-lyft-d30bf2d3c32a)
 
 ## Architecture
 * [Systems We Make](https://systemswemake.com/)