diff --git a/random/personal/jason_resume_ ATS_friendly.tex b/random/personal/jason_resume_ ATS_friendly.tex
index 1e6e710..5949857 100644
--- a/random/personal/jason_resume_ ATS_friendly.tex	
+++ b/random/personal/jason_resume_ ATS_friendly.tex	
@@ -32,7 +32,7 @@ Accomplished Network and Cloud Engineer with over 15 years of experience in infr
 % Certifications Section
 \section*{Certifications}
 \begin{itemize}[leftmargin=*]
-    \item Cisco Certified Network Professional (CCNP Enterprise & Data Center)
+    \item Cisco Certified Network Professional (CCNP Enterprise \& Data Center)
     \item Cisco Certified DevNet Associate
     \item AWS Certified Solutions Architect - Associate
     \item Red Hat Certified System Administrator (RHCSA)
@@ -54,16 +54,16 @@ Accomplished Network and Cloud Engineer with over 15 years of experience in infr
 % Position: Consulting System Engineer
 \textbf{Consulting System Engineer} \textit{TBX, Denver, CO} \hfill May 2022 - Present
 \begin{itemize}[leftmargin=*]
-    \item Led the integration of advanced telecom services with innovative cloud solutions, significantly enhancing network performance and scalability.
-    \item Developed and automated network solutions using Meraki and Fortinet platforms, improving efficiency and reliability for major accounts.
-    \item Spearheaded strategic partnerships and adoption of new technologies through technical presentations and collaborative events.
+    \item Leading the integration of advanced telecom and cloud technologies to develop scalable, high-performance network solutions.
+    \item Advocating and implementing DevOps practices, including automation of workflows using Meraki and Fortinet platforms, enhancing system reliability and deployment efficiency.
+    \item Conducting technical workshops and collaborative sessions, promoting the adoption of innovative network solutions integrated with cloud and DevOps methodologies to foster strategic partnerships and technology adoption.
 \end{itemize}
 
 % Position: Network Developer Engineer
 \textbf{Network Developer Engineer} \textit{AWS (Amazon), Denver, CO} \hfill Sept 2021 - May 2022
 \begin{itemize}
     \item Orchestrated the deployment and automation of 5G network solutions, leveraging AWS cloud-native technologies for optimal performance.
-    \item Enhanced network efficiency by 25% through innovative automated configurations and optimizations.
+    \item Enhanced network efficiency by 25\% through innovative automated configurations and optimizations.
     \item Actively promoted advanced networking solutions integrated with cloud technologies at industry events.
 \end{itemize}
 
@@ -78,7 +78,7 @@ Accomplished Network and Cloud Engineer with over 15 years of experience in infr
 % Position: Consulting Engineer III
 \textbf{Consulting Engineer III} \textit{Zivaro, Denver, CO} \hfill Oct 2019 - Jan 2020
 \begin{itemize}
-    \item Implemented scalable network solutions across AWS and Equinix platforms, achieving a 35% reduction in operational costs via automation.
+    \item Implemented scalable network solutions across AWS and Equinix platforms, achieving a 35\% reduction in operational costs via automation.
     \item Managed large-scale migrations to hybrid cloud environments, bolstering system performance and flexibility.
     \item Developed strategic network architectures with a focus on automation and cloud-native technology integration.
 \end{itemize}
@@ -86,7 +86,7 @@ Accomplished Network and Cloud Engineer with over 15 years of experience in infr
 % Position: Network Engineer IV
 \textbf{Network Engineer IV} \textit{Charter Communications, Denver, CO} \hfill Sept 2018 - Oct 2019
 \begin{itemize}
-    \item Modernized network infrastructures by integrating automation and cloud technologies, improving performance and security by 50%.
+    \item Modernized network infrastructures by integrating automation and cloud technologies, improving performance and security by 50\%.
     \item Deployed advanced network technologies in data center environments with a focus on operational efficiency.
     \item Ensured DNS service high availability and resilience, crucial for network operations.
 \end{itemize}
@@ -104,7 +104,7 @@ Accomplished Network and Cloud Engineer with over 15 years of experience in infr
 \begin{itemize}
     \item Managed a \$100M network transformation project, integrating cloud solutions and automation into existing infrastructures.
     \item Supervised infrastructure upgrades, ensuring seamless cloud integration and network performance enhancement.
-    \item Implemented Palo Alto and Fortinet firewall solutions, reducing security incidents by over 40%.
+    \item Implemented Palo Alto and Fortinet firewall solutions, reducing security incidents by over 40\%.
 \end{itemize}
 
 % Position: Network Analyst
@@ -112,13 +112,13 @@ Accomplished Network and Cloud Engineer with over 15 years of experience in infr
 \begin{itemize}
     \item Automated network operations using Python and Bash scripting, improving system performance and reducing downtime.
     \item Implemented IP accounting tools for enhanced network traffic analysis and security.
-    \item Developed and automated comprehensive network security protocols, reducing incidents by 25%.
+    \item Developed and automated comprehensive network security protocols, reducing incidents by 25\%.
 \end{itemize}
 
 % Position: Lead Network Service & Support Engineer
-\textbf{Lead Network Service & Support Engineer} \textit{Ze-Net Technologies, Plano, TX} \hfill Feb 2008 - May 2009
+\textbf{Lead Network Service \& Support Engineer} \textit{Ze-Net Technologies, Plano, TX} \hfill Feb 2008 - May 2009
 \begin{itemize}
-    \item Implemented an NMS, improving operational efficiency through automation by 25%.
+    \item Implemented an NMS, improving operational efficiency through automation by 25\%.
     \item Overhauled LAN/WLAN security frameworks, integrating automated monitoring systems.
     \item Resolved complex technical issues, enhancing customer satisfaction through innovative solutions.
 \end{itemize}
@@ -134,7 +134,7 @@ Accomplished Network and Cloud Engineer with over 15 years of experience in infr
 % Position: NetApp Field Service Professional
 \textbf{NetApp Field Service Professional} \textit{Technology Service Professionals, Dallas, TX} \hfill Apr 2005 - Apr 2006
 \begin{itemize}
-    \item Optimized NAS configurations for high-traffic scenarios, achieving a 30% performance improvement.
+    \item Optimized NAS configurations for high-traffic scenarios, achieving a 30\% performance improvement.
     \item Maintained high standards of data availability and operational efficiency in complex storage environments.
     \item Promoted NAS management best practices for continuous improvement and operational excellence.
 \end{itemize}
@@ -142,7 +142,7 @@ Accomplished Network and Cloud Engineer with over 15 years of experience in infr
 % Position: System Administrator
 \textbf{System Administrator} \textit{Austin Lighting Products, Austin, TX} \hfill Jan 2000 - Jan 2002
 \begin{itemize}
-    \item Managed system infrastructure, achieving 99.9% uptime and ensuring robust system performance.
+    \item Managed system infrastructure, achieving 99.9\% uptime and ensuring robust system performance.
     \item Implemented and automated security protocols, enhancing system security and data protection.
     \item Provided comprehensive end-user support, improving system usability and satisfaction.
 \end{itemize}