diff --git a/resume.md-main/resume.html b/resume.md-main/resume.html
index 96a0b03..47736ea 100644
--- a/resume.md-main/resume.html
+++ b/resume.md-main/resume.html
@@ -15,52 +15,46 @@
 <li>Provo, UT</li>
 </ul>
 <h2>Experience</h2>
-<h3><div><div>Software Developer II</div><div><i>Qualtrics</i></div></div> <div>Oct 2019 &ndash; Present</div></h3>
+<h3><div><div>Software Developer II, <i>Qualtrics</i></div></div> <div>Oct 2019 &ndash; Present</div></h3>
 <ul>
-<li>Developed and maintained generic, highly available, and highly reliable data storage solutions, ingestion services, and operational tooling.</li>
-<li>Designed a platform to unify existing and upcoming services behind a simplified, asynchronous API. # 2do identify health or somethin</li>
+<li>Developed and owned highly available and reliable data storage and operational tooling.</li>
+<li>Designed a platform to unify data consistency services behind a simplified, asynchronous API.</li>
+<li>Mentored across teams on operational tools, software development, and career development via formal and impromptu connections with four new hires.</li>
 </ul>
-<!--
- - Designed cross-team database and service migrations for security, customer, and operational pain relief.
- - Interviewed and mentored entry level candidates.
- - Developed and maintained generic, highly available and reliable data storage solutions, ingestion services, and operations tools.
--->
-
-<h3><div><div>Software Developer I</div><div><i>Qualtrics</i></div></div> <div>Feb 2018 &ndash; Oct 2019</div></h3>
+<h3><div><div>Software Developer I, <i>Qualtrics</i></div></div> <div>Feb 2018 &ndash; Oct 2019</div></h3>
 <ul>
-<li>Automated no-downtime system patching for X services and Y database clusters by creating a modular, testable scripting framework.</li>
-<li>Increased availability of a service from 98% to 99.99% and reduced hardware costs by 40% by selecting, training team on, and migrating to a different database.</li>
+<li>Automated no-downtime system patching for X services and Y database clusters by creating a modular and testable scripting framework.</li>
+<li>Increased availability of a service from 98% to 99.99% and reduced hardware costs by 40% by selecting, training team on, and migrating without service interruption to a different database.</li>
 </ul>
 <h2>Projects</h2>
 <h3><div>Disaster Recovery Organization Representative</div> <div>Dec 2020 &ndash; Present</div></h3>
 <ul>
-<li>Supported during training runs with documentation, tools, and live support for all teams.</li>
+<li>Supported training runs with documentation, tools, and live support for all teams.</li>
 <li>Enforced continuous compliance for 17 database clusters with monitoring and alerting.</li>
 </ul>
 <h3><div>Technical Book Club and White Paper Club Lead</div> <div>Jan 2019 &ndash; Present</div></h3>
 <h3><div>MongoDB Virtual Team Member</div> <div>Jul 2018 &ndash; Present</div></h3>
 <ul>
 <li>Encouraged performant and reliable deployments by advising on configuration and data models.</li>
-<li>Reduced resolution windows for outages as on call subject matter expert.</li>
 <li>Genericized disaster recovery for 21 teams by building backup, restore, and monitoring tools.</li>
 </ul>
 <h3><div>Publication: Arabidopsis thaliana computationally-generated next-state gene interaction models</div> <div>Jan 2017 &ndash; Dec 2017</div></h3>
 <ul>
-<li>Improved research implementation efficiency by orders of magnitude with an iteration of evolutionary algorithm.   #  2do an iteration</li>
+<li>Improved research implementation efficiency by orders of magnitude by refactoring.</li>
 </ul>
 <h2>Education</h2>
-<h3><div><div>Master of Science, Computer Science</div><div><i>Wake Forest University</i></div></div> <div>Jan 2016 &ndash; Dec 2017</div></h3>
+<h3><div><div>Master of Science, Computer Science, <i>Wake Forest University</i></div></div> <div>Jan 2016 &ndash; Dec 2017</div></h3>
 <ul>
 <li>3.88/4.00 GPA</li>
 </ul>
-<h3><div><div>Bachelor of Arts, Computer Science</div><div><i>High Point University</i></div></div> <div>Aug 2013 &ndash; Dec 2015</div></h3>
+<h3><div><div>Bachelor of Arts, Computer Science, <i>High Point University</i></div></div> <div>Aug 2013 &ndash; Dec 2015</div></h3>
 <ul>
 <li>3.91/4.00 GPA</li>
 </ul>
 <h2>Skills</h2>
 <ul>
 <li><strong>Languages</strong>: Golang, Python3, bash</li>
-<li><strong>Platforms</strong>: MongoDB, Couchbase, Redis, Linux, AWS, Docker, Rundeck, Jenkins, Hashicorp stack</li>
+<li><strong>Platforms</strong>: MongoDB, Redis, Linux, AWS, Docker, Rundeck, Jenkins, Hashicorp stack</li>
 </ul></div>
 
 <script src="/__/firebase/7.21.1/firebase-app.js"></script>
diff --git a/resume.md-main/resume.md b/resume.md-main/resume.md
index ecf4e6a..53789a7 100755
--- a/resume.md-main/resume.md
+++ b/resume.md-main/resume.md
@@ -8,27 +8,22 @@
 
 ## Experience
 
-### <div><div>Software Developer II</div><div><i>Qualtrics</i></div></div> <div>Oct 2019 -- Present</div>
+### <div><div>Software Developer II, <i>Qualtrics</i></div></div> <div>Oct 2019 -- Present</div>
 
- - Developed and maintained generic, highly available, and highly reliable data storage solutions, ingestion services, and operational tooling.
- - Designed a platform to unify existing and upcoming services behind a simplified, asynchronous API. # 2do identify health or somethin
+ - Developed and owned highly available and reliable data storage and operational tooling.
+ - Designed a platform to unify data consistency services behind a simplified, asynchronous API.
+ - Mentored across teams on operational tools, software development, and career development via formal and impromptu connections with four new hires.
 
-<!--
- - Designed cross-team database and service migrations for security, customer, and operational pain relief.
- - Interviewed and mentored entry level candidates.
- - Developed and maintained generic, highly available and reliable data storage solutions, ingestion services, and operations tools.
--->
+### <div><div>Software Developer I, <i>Qualtrics</i></div></div> <div>Feb 2018 -- Oct 2019</div>
 
-### <div><div>Software Developer I</div><div><i>Qualtrics</i></div></div> <div>Feb 2018 -- Oct 2019</div>
-
- - Automated no-downtime system patching for X services and Y database clusters by creating a modular, testable scripting framework.
- - Increased availability of a service from 98% to 99.99% and reduced hardware costs by 40% by selecting, training team on, and migrating to a different database.
+ - Automated no-downtime system patching for X services and Y database clusters by creating a modular and testable scripting framework.
+ - Increased availability of a service from 98% to 99.99% and reduced hardware costs by 40% by selecting, training team on, and migrating without service interruption to a different database.
 
 ## Projects
 
 ### <div>Disaster Recovery Organization Representative</div> <div>Dec 2020 -- Present</div>
 
- - Supported during training runs with documentation, tools, and live support for all teams.
+ - Supported training runs with documentation, tools, and live support for all teams.
  - Enforced continuous compliance for 17 database clusters with monitoring and alerting.
 
 ### <div>Technical Book Club and White Paper Club Lead</div> <div>Jan 2019 -- Present</div>
@@ -36,24 +31,23 @@
 ### <div>MongoDB Virtual Team Member</div> <div>Jul 2018 -- Present</div>
 
  - Encouraged performant and reliable deployments by advising on configuration and data models.
- - Reduced resolution windows for outages as on call subject matter expert.
  - Genericized disaster recovery for 21 teams by building backup, restore, and monitoring tools.
 
 ### <div>Publication: Arabidopsis thaliana computationally-generated next-state gene interaction models</div> <div>Jan 2017 -- Dec 2017</div>
 
- - Improved research implementation efficiency by orders of magnitude with an iteration of evolutionary algorithm.   #  2do an iteration
+ - Improved research implementation efficiency by orders of magnitude by refactoring.
 
 ## Education
 
-### <div><div>Master of Science, Computer Science</div><div><i>Wake Forest University</i></div></div> <div>Jan 2016 -- Dec 2017</div>
+### <div><div>Master of Science, Computer Science, <i>Wake Forest University</i></div></div> <div>Jan 2016 -- Dec 2017</div>
 
  - 3.88/4.00 GPA
 
-### <div><div>Bachelor of Arts, Computer Science</div><div><i>High Point University</i></div></div> <div>Aug 2013 -- Dec 2015</div>
+### <div><div>Bachelor of Arts, Computer Science, <i>High Point University</i></div></div> <div>Aug 2013 -- Dec 2015</div>
 
  - 3.91/4.00 GPA
 
 ## Skills
 
  - **Languages**: Golang, Python3, bash
- - **Platforms**: MongoDB, Couchbase, Redis, Linux, AWS, Docker, Rundeck, Jenkins, Hashicorp stack
+ - **Platforms**: MongoDB, Redis, Linux, AWS, Docker, Rundeck, Jenkins, Hashicorp stack