diff --git a/_site/projects.html b/_site/projects.html
index af42359..3bb3e17 100644
--- a/_site/projects.html
+++ b/_site/projects.html
@@ -27,7 +27,7 @@
       
 <hr>
 <h2><a href="./files/tdanetworks.pdf">Topological Data Analysis of time-dependent networks</a></h2>
-<p>Application of the recent advances in Topological Data Analysis (TDA) and Persistent Homology to periodicity detection in temporal networks <a href="./files/tdanetworks.pdf">Master's thesis dissertation.</a></p>
+<p>Application of the recent advances in Topological Data Analysis (TDA) and Persistent Homology to periodicity detection in temporal networks. <a href="./files/tdanetworks.pdf">Master's thesis dissertation.</a></p>
 <p><img src="./images/persistence_diagram.svg" style="max-width: 50%" /></p>
 
 <hr>
diff --git a/projects/tda.md b/projects/tda.md
index b21390b..424a555 100644
--- a/projects/tda.md
+++ b/projects/tda.md
@@ -1,7 +1,7 @@
 ---
 date: "2018-09-01"
 title: "Topological Data Analysis of time-dependent networks"
-summary: "Application of the recent advances in Topological Data Analysis (TDA) and Persistent Homology to periodicity detection in temporal networks <a href=\"/files/tdanetworks.pdf\">Master's thesis dissertation.</a>"
+summary: "Application of the recent advances in Topological Data Analysis (TDA) and Persistent Homology to periodicity detection in temporal networks. <a href=\"/files/tdanetworks.pdf\">Master's thesis dissertation.</a>"
 image_preview: "persistence_diagram.svg"
 tags: ["machine-learning","algorithms"]
 external_link: /files/tdanetworks.pdf