diff --git a/_config.yml b/_config.yml
index c705de8..f2163da 100644
--- a/_config.yml
+++ b/_config.yml
@@ -1,5 +1,5 @@
 title: Bryan Ramos
-description: Software & Systems Engineer
+description: Linux Systems & Automation Engineer
 url: "https://ramos.codes"
 
 include:
@@ -8,4 +8,4 @@ include:
 permalink: /blog/:year/:month/:day/:title/
 
 markdown: kramdown
-highlighter: rouge
\ No newline at end of file
+highlighter: rouge
diff --git a/_includes/header.html b/_includes/header.html
index d62d7e9..083ff46 100644
--- a/_includes/header.html
+++ b/_includes/header.html
@@ -22,7 +22,7 @@
 
   <img src="{{ '/assets/headshot.jpeg' | relative_url }}" alt="Bryan Ramos" class="pfp">
   <h1>Bryan Ramos</h1>
-  <p class="header-tagline">Software &amp; Systems Engineer</p>
+  <p class="header-tagline">Linux Systems &amp; Automation Engineer</p>
 
   <ul class="nav-links">
     <li><a href="mailto:bryan@ramos.codes"><i class="fa-solid fa-envelope"></i><span>Email</span></a></li>
@@ -30,4 +30,4 @@
     <li><a href="https://www.linkedin.com/in/bryan-ramos-ab467228a/"><i class="fa-brands fa-linkedin-in"></i><span>LinkedIn</span></a></li>
     <li><a href="{{ '/blog' | relative_url }}"><i class="fa-solid fa-pen-nib"></i><span>Blog</span></a></li>
   </ul>
-</header>
\ No newline at end of file
+</header>
diff --git a/index.md b/index.md
index 5afee11..22aef42 100644
--- a/index.md
+++ b/index.md
@@ -1,11 +1,13 @@
 ---
 layout: page
-title: Software & Systems Engineer
+title: Linux Systems & Automation Engineer
 ---
 
 <section class="section-bio" markdown="1">
 
-I work with systems programming, real-time computing, and simulation engineering. My background spans Linux, low-level development in C and Python, and debugging latency-critical systems where determinism and microseconds count. Currently exploring applied AI and LLM integration.
+I work on Linux systems, real-time computing, infrastructure automation, and applied AI tooling. My work spans low-level diagnostics, C and Python development, reproducible infrastructure, and debugging latency-sensitive critical systems.
+
+Lately I have been focused on minimizing vendor dependencies for developer infrastructure and automation via AI.
 
 Reach me at [bryan@ramos.codes](mailto:bryan@ramos.codes)
 
@@ -14,19 +16,20 @@ Reach me at [bryan@ramos.codes](mailto:bryan@ramos.codes)
 <section class="section-skills">
 <h2 class="section-heading">Stack &amp; Tools</h2>
 <div class="skills-grid">
-  <span class="skill-tag">C</span>
-  <span class="skill-tag">Python</span>
-  <span class="skill-tag">Bash</span>
   <span class="skill-tag">Linux</span>
-  <span class="skill-tag">Real-Time Systems</span>
-  <span class="skill-tag">Simulation Engineering</span>
-  <span class="skill-tag">AI/LLM Integration</span>
+  <span class="skill-tag">Real-Time Linux</span>
+  <span class="skill-tag">Systems Diagnostics</span>
   <span class="skill-tag">Automation</span>
-  <span class="skill-tag">Networking</span>
-  <span class="skill-tag">Docker</span>
-  <span class="skill-tag">KVM/QEMU</span>
   <span class="skill-tag">Nix</span>
+  <span class="skill-tag">Python</span>
+  <span class="skill-tag">C</span>
+  <span class="skill-tag">Bash</span>
+  <span class="skill-tag">Docker</span>
   <span class="skill-tag">SQL</span>
+  <span class="skill-tag">Networking</span>
+  <span class="skill-tag">KVM/QEMU</span>
+  <span class="skill-tag">AI Integration</span>
+  <span class="skill-tag">MCP</span>
 </div>
 </section>