diff --git a/resume.pdf b/resume.pdf
index a0ad3e2..514b7d3 100644
Binary files a/resume.pdf and b/resume.pdf differ
diff --git a/resume.tex b/resume.tex
index 3258102..0ee56c0 100644
--- a/resume.tex
+++ b/resume.tex
@@ -131,7 +131,9 @@
       \resumeSubItem{\begin{itemize}
       \item Dean's List and Semester Honors every semester
       \item 3.74/4.00 GPA
+      \item Entrepreneurship Certificate
       \end{itemize}}
+      \resumeSubSubheading{Master of Science in Computer Science}{Aug. 2024 -- May 2026}
       
     % \resumeSubheading
     %   {Blinn College}{Bryan, TX}
@@ -148,9 +150,9 @@
                 \item Computer Architecture
                 \item Systems Programming
                 \item Analysis of Algorithms
-                \item Elem Linear Algebra
-                \item Foundations Analysis
-                \item Numerical Methods
+                \item Software Engineering
+                \item Information Security
+                \item Artificial Intelligence
                 \item Data Mining \& ML
                 \item Data Structures \& Algorithms
                 \item Relational Databases
@@ -170,9 +172,10 @@
       \resumeItemListStart
         \resumeItem{Automated Power System flowgate analysis using Python to decrease required steps by 66\% to decrease complexity of
         coordinating on flowgates with other ISOs}
-        \resumeItem{Implemented multiprocessing to increase throughput of studies by a factor of four}
-        \resumeItem{Centralized execution of studies to decrease worst case runtime by 95\%}
+        \resumeItem{Implemented multithreading to increase throughput of studies by a factor of four}
         \resumeItem{Standardized study results into PostgreSQL database for future flowgate analysis}
+        \resumeItem{Built python script to notify users about errors via Teams, Email, and Cherwell tickets}
+        \resumeItem{Dockerized python script and deployed it to Kubernetes using helm charts}
       \resumeItemListEnd
       
 % -----------Multiple Positions Heading-----------
@@ -189,7 +192,6 @@
       {Software Engineer Intern}{Dec. 2021 -- May 2023}
       {Purdue University}{West Lafayette, IN}
       \resumeItemListStart
-      \resumeItem{Implemented user-requested features in MVC 5 web application using C\#}
       \resumeItem{Updated out-of-date .NET application dependencies}
       \resumeItem{Compiled information on internal application to improve documentation}
         \resumeItem{Packaged over 50 applications using Microsoft Endpoint Manager to simplify installation on over 5,000 machines}
@@ -219,12 +221,13 @@
 \section{Projects}
     \resumeSubHeadingListStart
       \resumeProjectHeading
-          {\textbf{Home Lab} $|$ \emph{Proxmox Hypervisor, Linux, Docker, Ansible, Nginx}}{June 2020 -- Present}
+          {\textbf{Home Lab} $|$ \emph{Proxmox Hypervisor, Linux, Docker, Ansible, Traefik}}{June 2020 -- Present}
           \resumeItemListStart
             \resumeItem{Established three server cluster to provide a virtualization platform using Proxmox Virtual Environment}
-            \resumeItem{Instituted a game server, media server, and other self-hosted services using Linux virtual machines and Docker}
+            \resumeItem{Stood up a game server, media server, and other self-hosted services using Linux virtual machines and Docker}
+            \resumteItem{}
             \resumeItem{Developed Ansible playbooks to automate configuration of Debian cloud images}
-            \resumeItem{Configured Nginx reverse proxy to provide external access for self-hosted applications with SSL certificates}
+            \resumeItem{Configured Traefik reverse proxy to provide external access for self-hosted applications with SSL certificates}
           \resumeItemListEnd
           \resumeProjectHeading
           {\textbf{Boilercraft Server} $|$ \emph{Linux, System Administration}}{Aug. 2022 -- Present}