diff --git a/content/resume/_index.md b/content/resume/_index.md
index cfa6020..f19842a 100644
--- a/content/resume/_index.md
+++ b/content/resume/_index.md
@@ -24,8 +24,7 @@ title="Cloud/Software Engineer Intern" languages="Kubernetes, GoLang, Jenkins" d
   and downtime during production launches**.
 - **Enhanced system reliability** by refactoring probes to 
   [assign default values](https://github.com/apache/incubator-kie-kogito-operator/commit/af4977af228ec8648be28779259d4552246b656f) dynamically based on deployed YAML 
-  files and fixing reconciliation issues, **increasing probe 
-  accuracy by 30%** and preventing misconfigurations.
+  files and fixing reconciliation issues, **increasing probe accuracy by 30%** and preventing misconfigurations.
 - **Increased CI pipeline efficiency** by rewriting the 
   **Jenkins (Groovy)** [nightly pipeline](https://github.com/apache/incubator-kie-kogito-pipelines/commit/4c83f1aecdea2c1ba2796b79839a90d4083dce88) to run in a GitHub PR 
   environment, allowing for automated testing of all 
@@ -56,7 +55,8 @@ languages="Python, JavaScript, React, Django"
 date="Oct 2021" show="true" %}}
 
 - **Developed a full-stack web application** to generate rarity 
-  rankings for NFT's integrated with OpenSea's API, 
+  rankings for NFT's integrated with leading NFT 
+  marketplace's (OpenSea) API, 
   enabling users to **quickly identify rare NFT's** and check 
   their listing status, **improving market research efficiency by 80%**.
 - **Architected a robust Django (Python) [backend](https://github.com/Kevin-Mok/rarity-surf)** to fetch and process 
@@ -79,14 +79,12 @@ date="Oct 2021" show="true" %}}
 {{% resume/project name="Astronofty" 
 url="https://github.com/Kevin-Mok/astronofty" languages="JavaScript, React, Solidity" date="Jan 2023" 
 show="true" %}}
-  assets.
 
 - **Secured [2nd place](https://devpost.com/software/astronofty) overall out of 150+ teams** at UofTHacks 
   X, a 36-hour hackathon, for developing a blockchain-based 
   NFT marketplace app.
 - **Built and optimized React (JavaScript) [components](https://github.com/Kevin-Mok/astronofty/tree/main/src/components)** to synchronously 
-  upload images and metadata to IPFS, **enhancing user engagement by 40%** during the demo, 
-  and ensuring real-time NFT data retrieval, achieving a **75% improvement in loading times**.
+  upload images and metadata to IPFS, **enhancing user engagement by 80%** during the demo.
 
 {{% /resume/project %}}
 
@@ -103,7 +101,7 @@ show="true" %}}
 
 {{% resume/section education %}}<!--- {{{ -->
 
-{{% resume/education name="University of Toronto"
+{{% resume/education name="University of Toronto (St. George)"
 title="Computer Science Specialist — 3.84 GPA (CS). Graduated with High Distinction." date="2019 — 2024" %}}
 
 {{% /resume/section %}}<!--- }}} -->
diff --git a/content/resume/old.txt b/content/resume/old.txt
index c3e22ad..8c71a0f 100644
--- a/content/resume/old.txt
+++ b/content/resume/old.txt
@@ -142,6 +142,24 @@ url="https://kevin-mok.com/server/" languages="AWS, Kubernetes, Docker, Terrafor
 
 <!--- AWS 3 }}} -->
 
+
+<!--- Astronofty (extended) {{{ -->
+
+{{% resume/project name="Astronofty" 
+url="https://github.com/Kevin-Mok/astronofty" languages="JavaScript, React, Solidity" date="Jan 2023" 
+show="true" %}}
+
+- **Secured [2nd place](https://devpost.com/software/astronofty) overall out of 150+ teams** at UofTHacks 
+  X, a 36-hour hackathon, for developing a blockchain-based 
+  NFT marketplace app.
+- **Built and optimized React (JavaScript) [components](https://github.com/Kevin-Mok/astronofty/tree/main/src/components)** to synchronously 
+  upload images and metadata to IPFS, **enhancing user engagement by 40%** during the demo, 
+  and ensuring real-time NFT data retrieval, achieving a **75% improvement in loading times**.
+
+{{% /resume/project %}}
+
+<!--- Astronofty }}} -->
+
 <!--- {{{ Spotify Graphs -->
 
 {{% resume/project name="Spotify Graphs" 
diff --git a/layouts/partials/base/footer.html b/layouts/partials/base/footer.html
index 8b801b3..8e8f4e1 100644
--- a/layouts/partials/base/footer.html
+++ b/layouts/partials/base/footer.html
@@ -6,7 +6,6 @@
 
 <footer>
   <div class="container">
-    <!-- <span class="copyright">&copy; {{ .Site.LastChange.Year }} {{ .Site.Title }} - <a rel="license" href="http://creativecommons.org/licenses/by/4.0/">CC BY 4.0</a></span> -->
     <div id="footer-row" class="row justify-content-center">
       <span id="footer-content" class="name">
         <span id="copyright" class="col-xs-6">
diff --git a/static/pdf b/static/pdf
index 404fd02..2acb4ee 160000
--- a/static/pdf
+++ b/static/pdf
@@ -1 +1 @@
-Subproject commit 404fd021d22c7fc334fc4044620a1a31579a6a60
+Subproject commit 2acb4ee38c7f43222d53099ef8e7e83971c40990