diff --git a/src/main.pdf b/src/main.pdf
index 9fa2187..3313ec9 100644
Binary files a/src/main.pdf and b/src/main.pdf differ
diff --git a/src/main.tex b/src/main.tex
index f4f6279..e888ec3 100755
--- a/src/main.tex
+++ b/src/main.tex
@@ -80,8 +80,7 @@
 \begin{document}
 
 \name{Andrew Simonson}
-\tagline{Data Scientist Seeking Something Fun To Do}
-\tiny{Subatomic Research Labs HMU}
+\tagline{Data Scientist Seeking Something Fun To Do \tiny{\textmd{(subatomic research labs and deeptech crack teams HMU)}}}
 %% You can add multiple photos on the left or right
 % \photoL{2.5cm}{Yacht_High,Suitcase_High}
 
@@ -129,7 +128,7 @@
 \begin{itemize}
     \item Liaison for Microsoft in 100-member AI accelerator to establish RushReady AI for service industry
     \item Developed data platform route and process data from vendors with scalability and high observability
-    \item Built anomalies and recommendations analysis, resulting in a 20\% increase in throughput and speed of service performance
+    \item Built anomalies and recommendations modeling, resulting in a 20\% increase in throughput and speed of service performance
 \end{itemize}
 \cvtag{Azure}
 \cvtag{Databricks}
@@ -169,19 +168,20 @@
 
 \cvsection{Awards and Certifications}
 
-\cvproject{Hackathons}{\homepage{devpost.com/asimonson1125}}
-\textbf{ -- CSHacks} - Best Use of AI by Paychex\\
-\textbf{ -- The Tiger Games} - Social Impact Category Winner\\
-\textbf{ -- HACK.COMS '24} - Accessibility Category Winner\\
-
-\divider
-
 \cvproject{Certifications}{\homepage{asimonson.com/certs}}
+\href{https://asimonson.com/certs}{ -- UCSanDiegoX Data Science MicroMasters (4x10wk)}\\
 \href{https://www.linkedin.com/learning/certificates/2cb69378c606fec5a6f3a107b99a896862db392b7a3692f71a6b53af5d5545c5}{ -- Career Essentials in \textbf{Data Analysis} by Microsoft}\\
 \href{https://www.linkedin.com/learning/certificates/7b952323152e258ca468c33ddc9ebcf3c55036f58a5cfb3fb9c1410da655aaa5}{ -- \textbf{Docker} Foundations Professional Certificate}\\
 \href{https://www.linkedin.com/learning/certificates/7facc28a13405134b3b7fa785303e9b1cf697f32d67f759e89960fbdc8a044d9}{ -- Career Essentials in \textbf{GitHub} Professional Certificate}\\
 \href{https://rit.edu/simonecenter}{ -- RIT \textbf{Entrepreneurial} Certificates (x3)}\\
 
+\divider
+
+\cvproject{Hackathons}{\homepage{devpost.com/asimonson1125}}
+\textbf{ -- CSHacks} - Best Use of AI by Paychex\\
+\textbf{ -- The Tiger Games} - Social Impact Category Winner\\
+\textbf{ -- HACK.COMS '24} - Accessibility Category Winner\\
+
 %% Switch to the right column. This will now automatically move to the second
 %% page if the content is too long.
 \switchcolumn