diff --git a/ic/cv.tex b/ic/cv.tex
index 9b2fde9..1baaa2c 100755
--- a/ic/cv.tex
+++ b/ic/cv.tex
@@ -54,6 +54,7 @@ \section{About me}
 \item Postgres administration and tuning, along with the underlying disks and OS
 \item Provisioning and orchestration with Terraform, Ansible, Packer, \texttt{userdata}
 \item Elasticsearch; lucene query design and cluster management specifically
+\item Multi-cloud platform design using AWS, Azure, and GCP
 \end{itemize}
 
 \input{includes/systems.tex}
diff --git a/includes/employment.tex b/includes/employment.tex
index 6db4858..4d72b6c 100644
--- a/includes/employment.tex
+++ b/includes/employment.tex
@@ -35,7 +35,7 @@ \section{Employment}
   {December 2019 - August 2020}
   {Scratch Financial, a Fintech Startup}
   {Consultant Cloud Architect}
-  {Ownership of internal platform services, leading the design, implementation, and training for the re-platforming of Scratchpay.com. First line 1-to-1s for operations team. Budgeting and cost optimisation of processes and tooling, with an emphasis on self-service platforms and open-source tooling.}
+  {Ownership of internal platform services, leading the design, implementation, and training for the re-platforming of Scratchpay.com on GCP. First line 1-to-1s for operations team. Budgeting and cost optimisation of processes and tooling, with an emphasis on self-service platforms and open-source tooling.}
 
 \end{tabular*}
 
@@ -51,7 +51,7 @@ \section{Employment, continued}
   {February 2017 - October 2018}
   {Beamly Ltd., a Marketing Startup}
   {Principal Engineer, Platform Lead}
-  {Design, ownership, and management of the award-winning Beamly Fragrance Finder platform, an AI driven chatbot which mapped user-profiles, personality questions, and decades worth of customer knowledge to purchasing recommendations; this team was massively behind-deadline and close to being over-budget when I was brought on to manage it. Through aggressive hiring, stakeholder management, and a general re-architecture of the platform, I brought it in on-time, under-budget, and was able to work alongside the sales team to restore trust to the product, making money for the company. I also grew the Platform Engineering team to 15 people, provided technical leadership through coaching and training, and running 1-to-1s, performance reviews, and promotion applications while supporting NodeJS, Scala, and Golang applications in production..}
+  {Design, ownership, and management of the award-winning Beamly Fragrance Finder platform, an AI driven chatbot which mapped user-profiles, personality questions, and decades worth of customer knowledge to purchasing recommendations; this team was massively behind-deadline and close to being over-budget when I was brought on to manage it. Through aggressive hiring, stakeholder management, and a general re-architecture of the platform, I brought it in on-time, under-budget, and was able to work alongside the sales team to restore trust to the product, making money for the company. I also grew the Platform Engineering team to 15 people, provided technical leadership through coaching and training, and running 1-to-1s, performance reviews, and promotion applications while supporting NodeJS, Scala, and Golang applications in production, on a multi-cloud platform of AWS, GCP, and Azure}
 
   \entry
   {April 2016 - November 2016}
@@ -75,8 +75,11 @@ \section{Employment, continued}
   {June 2013 - November 2013}
   {Hogarth Worldwide, part of the WPP group}
   {Senior Devops Engineer}
-  {Management of large video platform for multinational advertising house, developer of ops tooling and creation and management of API gateway for client; mentorship of junior colleagues.}
+  {Management of large video platform for multinational advertising house, developer of ops tooling and creation and management of API gateway for client; mentorship of junior colleagues. A white-paper I wrote with Microsoft staff was used to develop Azure's SQL Database.}
+\end{tabular*}
 
+\section{Employment, continued}
+\begin{tabular*}{\textwidth}{@{\extracolsep{\fill}}ll}
   \entry
   {January 2012 - June 2013}
   {Simply Business, a Fintech startup}
diff --git a/includes/systems.tex b/includes/systems.tex
index 95297f7..9d7447d 100644
--- a/includes/systems.tex
+++ b/includes/systems.tex
@@ -9,4 +9,12 @@ \section{Systems}
   \item security and management
   \item architecture and design
   \end{itemize}
+\item Cloud computing
+  \begin{itemize}
+  \item AWS since ca. 2011
+  \item Azure since ca. 2013 (the original version of Azure SQL is based on a paper I co-authored)
+  \item GCP since ca. 2017
+  \item Various smaller clouds, such as Digitalocean, Hetzner, OVH
+  \item I have also run teams of datacentre engineers \textit{providing} cloud and PaaS platforms
+  \end{itemize}
 \end{itemize}