Skill cabinet

The tools and habits I’m building around.

This page is meant to show direction, not pretend I know everything. The work is growing project by project. The key is to keep amazing documentaion, Build your MVP, and then add on the polish and extras. I’m focused on building a strong foundation in AI product thinking, Python for data workflows, and practical web development. The goal is to create useful tools and share the process along the way.

AI and product thinking

AI workflow design, prompt strategy, RAG concepts, AI assisted content flows, product scoping, and practical use cases.

Python and data

Python fundamentals, data processing, frame extraction workflows, analysis notebooks, quality checks, and reporting logic.

Systems analysis

Requirements, user stories, acceptance criteria, process mapping, documentation, stakeholder translation, and QA thinking.

Web foundations

Responsive HTML, CSS, accessibility basics, project pages, simple JavaScript, and static site deployment.

Cloud and deployment

Hostinger VPS planning, Docker concepts, environment setup, SSL, domains, and production readiness checklists.

Design and storytelling

Wireframes, user journeys, visual direction, friendly copy, case studies, and explaining complex work clearly.