diff --git a/alejandro_resume.tex b/alejandro_resume.tex
index 23ac6fb..03b3349 100644
--- a/alejandro_resume.tex
+++ b/alejandro_resume.tex
@@ -74,8 +74,9 @@
 		      establishing replication infrastructure and onboarding team members to scale
 		      development efforts.
 		\item Identified and resolved critical database lock contention issue
-		      under load, improving concurrent policy creation capacity from 20 to
-		      150+ requests (previously caused application crashes).
+		      under load, improving concurrent policy creation capacity from
+		      less than 20 to 150+ requests (previously caused application
+		      crashes).
 		\item Discovered and mitigated critical security vulnerability in
 		      authentication service that allowed arbitrary credential generation;
 		      coordinated with security team and led initiative to implement cryptographic
@@ -89,56 +90,59 @@
 		\item Mentored engineers through pairing sessions and onboarding,
 		      helping multiple teammates ramp up on complex initiatives and gain
 		      context on platform architecture.
-		\item Led learning sessions with engineers on topics like \href{AI
-			      agents}{https://github.com/alejandro-angulo/go-ai-agent} and \href{Model
-			      Context Protocol (MCP)}{https://github.com/alejandro-angulo/ts-mcp}
+		\item Led learning sessions with engineers on topics like
+		      \href{https://github.com/alejandro-angulo/go-ai-agent}{AI agents}
+		      and \href{https://github.com/alejandro-angulo/ts-mcp}{Model
+			      Context Protocol (MCP)}
+		\item Championed end-to-end testing in CI, driving adoption and
+		      improving deployment confidence across teams.
 	\end{itemize}
 	\subsection*{Everbridge (formerly NC4) --- \textit{Software Engineer}}
 	\subsubsection*{October 2018--February 2020}
 	\begin{itemize}
-		\item Developed and maintained Python (Django app) and PHP applications
-		      used to help notify clients of potential issues (fires, police
-		      activity, etc)
-		\item Migrated version control system from SVN to Git
-		\item Re-architected Python application to improve modularity
-		\item Introduced best practices (follow PEP8 for Python, begin linting code, etc.)
-		\item Streamlined code review process (integrated with source control)
-		\item Maintained and developed a RESTful API written in Python capable of generating
-		      reports for end users
-		\item Worked with product managers to implement ``behind the scenes'' changes
-		      (upgrading language versions, databases, etc.)
+		\item Developed and maintained Python (Django) and PHP applications
+		      powering real-time alerting for emergency events (fires, police
+		      activity, etc.).
+		\item Led migration from SVN to Git, enabling modern code review
+		      workflows and improving team collaboration.
+		\item Re-architected monolithic Python application into modular
+		      components, reducing coupling and simplifying onboarding for new
+		      engineers.
+		\item Established engineering standards including PEP8 compliance and
+		      automated linting, improving code consistency across the team.
+		\item Owned development of RESTful API for report generation, working
+		      directly with product managers to balance technical debt with
+		      feature delivery.
 	\end{itemize}
 	\subsection*{MedQIA --- \textit{Software Engineer}}
 	\subsubsection*{April 2017--September 2018}
 	\begin{itemize}
-		\item Developed and maintained a Java desktop application used by clinical readers
-		      and lab technologists to assist in clinical trials
-		\item Documented and validated systems to comply with FDA regulations
-		\item Worked on Python applications that keep track of the status of scans
-		\item Maintained and developed a web client written in PHP and JavaScript that provided
-		      a dashboard for the data team
-		\item Maintained and develop a RESTful API written in Python capable of generating
-		      reports for end users
-		\item Wrote Python scripts that plug in to a Java application in order to provide
-		      additional functionality (dynamic loading of patients, automating certain tasks
-		      for end users, etc.)
+		\item Developed and maintained a Java desktop application used by
+		      clinical readers and lab technologists to assist in clinical trials.
+		\item Owned documentation and validation processes for FDA compliance,
+		      ensuring audit readiness for regulated medical software.
+		\item Built Python-based scan tracking system to monitor clinical trial
+		      progress and surface actionable data to stakeholders.
+		\item Extended Java application with Python plugin system, automating
+		      clinical workflows (dynamic patient loading, task automation) for
+		      end users.
 	\end{itemize}
 \end{minipage}
 \hspace{0.08\textwidth}
 \begin{minipage}[t]{.3\textwidth}
 	\section*{About Me}
-	I'm a computer nerd with a decade of professional experience. I've always
-	enjoyed tinkering with computers and now I get to make a living from it. I'm
-	excited about designing maintainable systems and am looking to join a team that
-	values a good developer experience.
+	Software engineer with a decade of experience building and scaling backend
+	systems. I focus on designing maintainable architectures, improving developer
+	experience, and helping engineers grow through mentorship and knowledge
+	sharing. Currently pursuing an M.S. in Computer Science to formalize my
+	computer science knowledge.
 	\\
 	\\
-	Outside of my professional work, I still like to tinker with computers. I've
-	recently began a master's degree to formalize my understanding of computer
-	science. I also enjoy spending time building my own personal ``cloud''
-	(self-hosting things like my own git server, CI runner, storage, etc.). I've
-	always been fascinated by tech and I'm eager to continue improving my skills
-	and the skills of those around me.
+	Outside of my professional work, I like to tinker with computers. I've
+	spent time building my own personal ``cloud'' (self-hosting things like my
+	own git server, CI runner, storage, etc.). I've always been fascinated by
+	tech and I'm eager to continue improving my skills and the skills of those
+	around me.
 	\vspace{1em}
 	\section*{Toolset}
 	Some tools/frameworks I use regularly in my current role:
@@ -148,11 +152,12 @@
 		\item docker
 		\item git
 		\item linux
+		\item opencode (AI coding agent)
 		\item postgresql
 		\item python
 		\item rabbitmq
 		\item redis
-		\item opencode (AI coding agent)
+		\item terraform
 	\end{itemize}
 	\section*{Education}
 	\subsection*{Georgia Tech}