Creating Network Automation content and courses for networking professionals around the world. Helping organizations to modernize their network infrastructure
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Assessing your cultural and operational fit
NetworkEvolution
Data Scientist
June 12, 2026 – Present
digital-assistant-agent
April 8, 2026 – Present
An intelligent digital assistant agent built for the Google Cohort Hackathon - built to seamlessly handle scheduling, integrations, and user inquiries
View Projectnetbox-automation-course
February 16, 2026 – Present
Master NetBox as a Single Source of Truth. Official code for the Udemy Masterclass covering NetDevOps, Ansible, and Python automation Course by Shibi Dev
View Projectansible_masterclass
October 1, 2023 – Present
Official code repository for the Ansible Masterclass Course for Network Engineers on Udemy. Contains hands-on playbooks, inventory files, and templates for automating Cisco IOS, NetBox, and Palo Alto firewalls.
View ProjectAutomation-MasterClass-NetworkEvolution
August 18, 2022 – Present
Official code repository for the Python for Network Engineers Udemy Course. Includes hands-on scripts and projects covering Paramiko, Netmiko, NAPALM, Nornir, NETCONF, and core Python concepts.
View ProjectCI-CD-Pipeline-For-Network-Automation
June 8, 2022 – April 25, 2023
Entire CICD Architecture for Network Automaion using Ansible Tower, GitLab, GitLab Runner, WebHooks
View Projectnetbox-yaml
June 4, 2022 – November 26, 2022
NetBox Playbook file to manage inventory in Ansible Tower
View ProjectAnsible-Playbooks
January 10, 2022 – June 27, 2023
Ansible Playbooks for Network Device Configuration Automation (Tower, Netbox, Gitlab)
View ProjectPython_for_Network_Engineers
April 5, 2021 – Present
This repo contains Scripts which are explained in the youtube Channel https://www.youtube.com/c/NetworkEvolution/videos?sub_confirmation=1
View ProjectCultural Fit Analysis
The candidate's projects are heavily focused on network engineering and automation, which aligns well with roles requiring deep expertise in these areas. However, the target role is 'Data Scientist', and the projects show limited direct experience in core data science domains (e.g., machine learning, statistical modeling, advanced data analysis beyond scripting). This creates a significant misalignment with the stated target role, impacting cultural fit for a pure data science position. The current role as 'Data Scientist' at NetworkEvolution is noted, but no details are provided about the actual responsibilities or data science specific work performed.
Soft Skills & Operational Fit
The candidate's project history, particularly the creation of educational content and open-source contributions, suggests strong initiative, problem-solving skills, and a collaborative mindset. The focus on automation implies an operational fit for roles requiring efficiency and process improvement. However, there is no direct data to assess stress handling or team collaboration from the provided information.