diff --git a/markdown/education.md b/markdown/education.md
index e52f13d..6092ff8 100644
--- a/markdown/education.md
+++ b/markdown/education.md
@@ -2,14 +2,12 @@
 <div id="education">
 <h3>Education</h3>
 
-2023 - 2026: **Boot.dev Backend Developer**; Boot.dev
-[Back-end Developer Certificate](https://www.boot.dev/certificates/a02fcd5e-28da-4f96-917d-d8f4a4ede80e)
+2026: **[Backend Developer Certificate](https://www.boot.dev/certificates/a02fcd5e-28da-4f96-917d-d8f4a4ede80e)**
+Boot.dev | [https://www.boot.dev/u/ewpt3ch](https://www.boot.dev/u/ewpt3ch)
 
-https://www.boot.dev/u/ewpt3ch
+Successfully completed Boot.dev Back-end Developer Certificate, a rigorous backend engineering curriculum. I finished over 20 courses and projects. Material covered includes Data Structures, Algorithms, Object Oriented Programming, Functional Programming, Test Driven Developement, and SQL databases to name a few.
 
-Successfully completed Boot.dev Back-end Developer Certificate, a rigorous backend engineering curriculum. I finished over 20 courses and projects, including courses on Data Structures, Algorithms, functional programming, web servers, and SQL databases to name a few.
-
-2021:    **Certificate of Higher Education in Data Analysis**; Open University (Milton Keynes, United Kingdom)
+2021: **Certificate of Higher Education in Data Analysis**
+Open University | Milton Keynes, United Kingdom
 </div>
 
-
diff --git a/markdown/experience.md b/markdown/experience.md
index 2bda525..0091da1 100644
--- a/markdown/experience.md
+++ b/markdown/experience.md
@@ -5,7 +5,7 @@
 <!-- Pretty 3 column table for humans -->
   <table id="experience-table" class="web-only">
     <tr>
-      <td>IT, Data Analyst, Driver Trainer<br>Management Team</td>
+      <td>IT | Data Analyst | Driver Trainer<br>Management Team</td>
       <td><b>JBL Logistics INC</b><br>Broomfield, CO, USA</td>
       <td>Sep 2019 - Nov 2025</td>
     </tr>
@@ -24,7 +24,7 @@ Responsibilities included:
 
 - Manage MDM for company iPads, technical support and training for iPads and JBL facing FedEx systems
 - Consult on annual negotiations with FedEx along with upkeep and redesign of Excel negotiation tools
-- Upkeep and redesign of Excel payroll tools.
+- Upkeep and redesign of Excel payroll tools
 - Train new employees on business software and business objectives and requirements
 - Do deliveries as required
 </div>
@@ -46,7 +46,7 @@ Responsibilities included:
     2016 - 2019</p>
   </div>
 
-Transportation company servicing FedEx Ground Contract
+Transportation company servicing a FedEx Ground Contract
 
 - After successfully merging two companies to meet FedEx requirements, negotiated contract rates and grew company from 6 full time employees and \$500K annual revenue at time of merger to 12 full time employees and \$1.2M annual revenue at time of sale
 - Developed a revenue analysis tool (FlaskFDX) using Python and Google Sheets API to project income and expenses, enabling data-driven contract negotiations
@@ -71,7 +71,7 @@ Transportation company servicing FedEx Ground Contract
     2002 - 2016</p>
   </div>
 
-Transportation company servicing FedEx Ground Contract
+Transportation company servicing a FedEx Ground Contract
  
 - From my position as a dock worker I successfully obtained a delivery contract and started this company
 - Developed Payroll and financial analysis systems using a Python ETL pipeline to Google Sheets
diff --git a/markdown/projects.md b/markdown/projects.md
index ea6a82c..8b04e44 100644
--- a/markdown/projects.md
+++ b/markdown/projects.md
@@ -5,7 +5,7 @@
 
 To reduce duplication in update management for local arch linux systems I built a sparse caching server. It reduces external traffic in a local network that has multiple arch linux systems. By replicating the structure of a full mirror it provides a drop in replacement for any standard mirror. Clients use this server transparently by adding it to their mirror list. Configuration is done with TOML which mimics the syntax of pacman.conf closely. Singleflight is used for preventing duplicate cache downloads if multiple clients are updating at the same time.
 
-Go, golang.org/x/sync/Singleflight, github.com/BurntSushi/toml, GitHub Actions
+Go, golang.org/x/sync/singleflight, github.com/BurntSushi/toml, GitHub Actions
 
 **resume-builder** - [https://github.com/ewpt3ch/resume-builder](https://github.com/ewpt3ch/resume-builder)
 
diff --git a/markdown/skills.md b/markdown/skills.md
index 0868da3..0c01de1 100644
--- a/markdown/skills.md
+++ b/markdown/skills.md
@@ -4,7 +4,7 @@
 - <strong>Languages:</strong> Go, Python, SQL, JavaScript, C, Shell
 - <strong>Backend & Web:</strong> PostgreSQL, REST API design, Flask, SQLAlchemy, SQLite,  FastAPI (TestDriven.io)
 - <strong>Frontend:</strong> React (TestDriven.io), JavaScript
-- <strong>Infrastructure & Devops:</strong> Linux, Docker, Git, CI/CD (GitHub Actions, Woodpecker), Nginx, self-hosted production services
+- <strong>Infrastructure & DevOps:</strong> Linux, Docker, Git, CI/CD (GitHub Actions, Woodpecker), Nginx, self-hosted production services
 - <strong>Cloud Platform:</strong> AWS (S3 - Boot.dev), GCP (Cloud Run - Boot.dev), Digital Ocean
 </div>