diff --git a/document.tex b/document.tex
index 0ca9a9d..4881e2e 100644
--- a/document.tex
+++ b/document.tex
@@ -14,18 +14,12 @@
 % CC BY-NC-SA 3.0 (http://creativecommons.org/licenses/by-nc-sa/3.0/)
 %
 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-%----------------------------------------------------------------------------------------
-%	PACKAGES AND OTHER DOCUMENT CONFIGURATIONS
-%----------------------------------------------------------------------------------------
 \documentclass[10pt]{article} % Default font size
 \input{structure.tex} % Include the file specifying document layout
-%----------------------------------------------------------------------------------------
 \begin{document}
 
-%----------------------------------------------------------------------------------------
-%	NAME AND CONTACT INFORMATION
-%----------------------------------------------------------------------------------------
 \title{Curriculum Vitae} % Print the main header
+
 %------------------------------------------------
 \parbox{0.5\textwidth}{ % First block
 \begin{tabbing} % Enables tabbing
@@ -53,13 +47,12 @@
 
 \section{Tools}
 Software and systems engineering tools I used throughout my projects.\\
-Some code can be found on my profile website at \href{https://www.othoulrich.com/}{https://www.othoulrich.com} and linked herein.\\
+A small amount of code is on my website at \href{https://www.othoulrich.com/}{https://www.othoulrich.com} and linked herein.\\
 
     \skillgroup{Dialects}
     {
-        \textit{Bash etc.}\quad
+        \textit{Bash, sh, etc.}\quad
         \textit{Git}\quad
-        \textit{Regex}\quad
         \textit{Node.js}\quad
         \textit{C++}\quad
         \textit{R}\\
@@ -84,8 +77,8 @@ Some code can be found on my profile website at \href{https://www.othoulrich.com
                 \textit{GCP}\quad
                 \textit{AWS}\quad
                 \textit{Foreman}\quad
-                \textit{OpenNebula}\quad
                 \textit{Kubernetes}\quad
+                \textit{OpenNebula}\quad
                 \textit{Heroku}\\
                 \textit{Istio}\quad
                 \textit{Envoy}\quad
@@ -98,11 +91,12 @@ Some code can be found on my profile website at \href{https://www.othoulrich.com
     \skillgroup{Automation}
     {
         \textit{Gitlab}\quad
-        \textit{Terraform}\quad
         \textit{Vault}\quad
+        \textit{Netbox}\quad
+        \textit{Terraform}\quad
+        \textit{Ansible}\quad
         \textit{Github}\quad
         \textit{CircleCI}\quad
-        \textit{Ansible}\quad
         \textit{Jenkins}\quad
         \textit{Adamocomp}\quad
     }
@@ -110,7 +104,7 @@ Some code can be found on my profile website at \href{https://www.othoulrich.com
     \skillgroup{Analysis \& Design}
     {
         \textit{Trilium Notes}\quad
-        \textit{Notion}\quad
+        \textit{Click-up/Notion}\quad
         \textit{PlantUML}\quad
         \textit{Mermaid}\quad
         \textit{Markdown}\quad
@@ -177,17 +171,25 @@ Compute clusters used throughout my projects.
     {
         \begin{itemize-noindent}
 
-            \item{Designed, built, and maintained CI/CD systems for Vulcan and Oblivion products and internal services using Gitlab, Ansible, Terraform, and Vault.}
+            \item{Along with the engineering team, designed and implemented multiple cloud hosting products using the open-source platforms Foreman, OpenNebula, and Netbox.}
+
+            \item{Worked with CPO to define roadmap and balance engineering and product goals and limitations.}
+
+            \item{Built CI/CD systems for Brokkr, Vulcan, and Oblivion products using Gitlab, Ansible, Terraform, and Vault.}
+
+            \item{Built CI/CD for baremetal configuration of the Hydrahost datacenter and internal services using Gitlab, Ansible, and Vault.}
+
+            \item{Combined automation from these pipelines to create a combined cloud and baremetal infrastructure that is defined by code.}
+
+            \item{Built custom build environment containers using docker to define and normalize pipeline and development environments.}
 
             \item{Built custom Terraform provider for Hydra compute services based on the OpenNebula API.}
 
-            \item{Defined and organized platform functions using a business-customer perspective to maximize efficiency of automated testing.}
+            \item{Automated business functions on our platform to make product reliable and consistent when provisioning customers.}
 
-            \item{Built automation of business functions on our Oblivion and Vulcan platforms to ensure reliability and consistency with customer provisioning.}
+            \item{Developed system and integration tests, incorporating business function automation, and built them into continuous delivery to generate confidence in deliverables from the business POV.}
 
-            \item{Developed system and integration tests, incorporating business function automation, and built them directly into continuous delivery automation to create business-function-oriented confidence for all deliverables.}
-
-            \item{Encoded IaC standards in continuous integration and deployment to create reliability and consistency across production platforms.}
+            \item{Encoded IaC standards in continuous integration and deployment to ensure all production platforms remain reliable and consistent.}
 
         \end{itemize-noindent}
     }
@@ -203,7 +205,7 @@ Compute clusters used throughout my projects.
 
             \item{Maintained Signal Advisors platform systems and deployments using Kubernetes, GCP, AWS, Github, CircleCI, and Terraform.}
 
-            \item{Worked directly with technical product manager and engineering director to establish designs and development plans in devops and devsecops problem domains based on business needs in an agile environment.}
+            \item{Worked with technical product manager and engineering director to establish designs and development plans in devops and devsecops problem domains based on business needs in an agile environment.}
 
             \item{Completed migration of Signal platform from GCP Cloud Run to Kubernetes (GKE).}