diff --git a/cv.pdf b/cv.pdf
index 61113e7..a27210d 100644
Binary files a/cv.pdf and b/cv.pdf differ
diff --git a/cv.tex b/cv.tex
index 6e7aec1..3fc2e3b 100644
--- a/cv.tex
+++ b/cv.tex
@@ -46,8 +46,8 @@
 	}\bigskip\par}
 
 %--------------------SECTIONS-----------------------------------
-%Section: Personal Data
-\section{Personal Data}
+%Section: Personal Information
+\section{Personal Information}
 
 \begin{tabular}{rl}
     \textsc{Phone:}     		& (512) 963-8034 \\
@@ -61,35 +61,35 @@ \section{Work Experience}
  ShippingEasy & \textbf{Senior Platform Engineer} \\
  \textsc{Jun 2017 - Present} &
 	\footnotesize{
-		$\cdot$ Developed AWS autoscaling logic for web servers and long running job servers.
+		$\cdot$ Developed AWS autoscaling logic for web servers and long running job servers
 
-		$\cdot$ Added logic for customers to authenticate with third parties from any datacenter.
+		$\cdot$ Added logic for customers to authenticate with third parties from any datacenter
 
-		$\cdot$ Created integration with 3rd party platform to open up potential for more customers.
+		$\cdot$ Created integration with 3rd party platform to open up potential for more customers
 	}
 	\\\multicolumn{2}{c}{} \\
 
 	Indeed & \textbf{Software Engineer - Search Quality} \\
 	\textsc{Nov 2016 - Jul 2017} &
 	 \footnotesize{
-		 $\cdot$ Worked on A - B tests for various aspects of job hiring.
+		 $\cdot$ Worked on A - B tests for various aspects of job hiring
 
-		 $\cdot$ Created model for evaluating job experience and education requirements.
+		 $\cdot$ Created model for evaluating job experience and education requirements
 	 }
 	 \\\multicolumn{2}{c}{} \\
 
 	 Spiceworks & \textbf{Senior Software Developer} \\
 	 \textsc{Jun 2016 - Nov 2016} &
 		\footnotesize{
-			$\cdot$ Lead team to in creating infrastructure for Service Oriented Architecture.
+			$\cdot$ Led team in creating infrastructure for Service Oriented Architecture
 
-			$\cdot$ Architected and oversaw development of multiple microservices.
+			$\cdot$ Architected and oversaw development of multiple microservices
 
-			$\cdot$ Lead efforts to upgrade underlying Java, Jruby, and Rails versions of legacy apps.
+			$\cdot$ Led efforts to upgrade underlying Java, Jruby, and Rails versions of legacy apps
 
-			$\cdot$ Migrated CI backend from Jenkins to Gitlab CI.
+			$\cdot$ Migrated CI backend from Jenkins to Gitlab CI
 
-			$\cdot$ Performed code reviews, created curriculum, and lead training for full time employees and intern classes.
+			$\cdot$ Performed code reviews, created curriculum, and led training for full time employees and intern classes
 		}
 		\\\multicolumn{2}{c}{} \\
 
@@ -98,18 +98,18 @@ \section{Work Experience}
 	 \footnotesize{
 
 		 $\cdot$ Became Dev Lead of growing team focusing on Spiceworks Accounts application.
-		 Became first team inside company to achieve true CI/CD.
+		 Became first team inside company to achieve true CI/CD
 
-		 $\cdot$ Sped test suite of legacy app up to increase organization productivity.
+		 $\cdot$ Sped test suite of legacy app up to increase organization productivity
 
 		 $\cdot$
-		 Led effort refactoring legacy rails app and upgrading from Rails 3.2 to 4.1
+		 Led effort refactoring legacy rails app and upgrading from Rails 3.2 to 4
 
 		 $\cdot$
-		 Worked on separating service out of Monolith to create Service Oriented Architecture.
+		 Worked on separating service out of Monolith to create Service Oriented Architecture
 
 		 $\cdot$
-		 Responsible for uptime of multiple revenue generating services.
+		 Responsible for uptime of multiple revenue generating services
 
 	 }
 	 \\\multicolumn{2}{c}{} \\
@@ -118,7 +118,7 @@ \section{Work Experience}
  \textsc{May 2014 - Jan 2015} &
 	\footnotesize{
 		Lead on creating user authentication service and breaking monolithic web app
-		into Service Oriented Architecture.
+		into Service Oriented Architecture
 	}
 	\\\multicolumn{2}{c}{} \\
 
@@ -126,7 +126,7 @@ \section{Work Experience}
 \textsc{May 2012 - May 2014} &
  \footnotesize{
 	 Working on creating live online technical indicators to track progress
-	 internally using various database and online tools and frameworks.
+	 internally using various database and online tools and frameworks
  }
  \\\multicolumn{2}{c}{} \\
 
@@ -135,7 +135,7 @@ \section{Work Experience}
 \footnotesize{
 	Worked on a fuel cell manufacturing machine to create membranes on a large
 	scale for hydrogen fuel cells. Skills used included controls as well as
-	milling and fabrication.
+	milling and fabrication
 }
 \\\multicolumn{2}{c}{} \\
 
@@ -149,7 +149,7 @@ \section{Education}
  \footnotesize{
 	 Studied computer science with emphasis on extra upper
 	 division math and machine learning courses.
-	 Graduated in 7 semesters while working part time.
+	 Graduated in 7 semesters while working part time
 }
 	 \\\multicolumn{2}{c}{} \\
 
@@ -157,7 +157,7 @@ \section{Education}
 	\textsc{Gpa}: 4.0 &
 	\footnotesize{
 Early participant in Georgia Tech's OMSCS program, studying for concentrations
-in Machine Learning and Interactive Intelligence.
+in Machine Learning and Interactive Intelligence
  }
 		\\\multicolumn{2}{c}{} \\
 
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