diff --git a/_posts/2023-11-04-cv.md b/_posts/2023-11-04-cv.md
index 231fd1a..e0847a0 100644
--- a/_posts/2023-11-04-cv.md
+++ b/_posts/2023-11-04-cv.md
@@ -74,6 +74,7 @@ Some notable projects:
 
 `October 2017 – May 2018`
 - Provided consulting for Sharpe Capital as Cloud Architect during their Initial Coin Offering (ICO).
+- AWS envioronment design, VPC, IAM etc.
 
 ### PPL UK - DevOps Engineer Consultant - office
 
@@ -85,7 +86,8 @@ Some notable projects:
 
 `May 2013 – July 2016`
 - The first full time engineering employee at Incopro. Led platform engineering, DevOps adoption and wore many hats. 
-- Utilized the configuration management tool Ansible to automate provisioning and deployments on 500+ of Incopro’s servers in the datacentre and AWS.
+- Utilized the configuration management tool Ansible to automate provisioning and deployments on 500+ of Incopro’s servers on-prem, datacentre and AWS.
+- Designed and maintained huge pool of web scraping bots using selenium and other web scraping technologies.
 
 ### Warner Bros - Anti-Piracy Intern - office