Uses / Stack

Tools are only interesting when they explain the work.

This page tracks the practical stack and learning direction behind the portfolio: mapping, data, security, web development, automation, and operations.

GIS and mapping

ESRI tools
ArcGIS Pro
Web mapping
GIS data collection
Dashboards
Raster and vector data prep

Security and technical learning

Cybersecurity fundamentals
Network security
Network engineering
Linux
SQL
TryHackMe
Google security coursework

Web and software

Python
HTML
CSS
Java
Astro
React
Cloudflare Pages
Structured content

Operating style

Project coordination
Training
Team leadership
Proof-first copy
Status labels
QA before claims