Lisa Myburgh · Field notes · 2026

AI implementation & enablement, wiring AI into real work.

I work as the operations layer underneath an executive (currently embedded with the CEO of Senken, a Berlin-based carbon markets SaaS), and on the EA team at RAY AI. I build automations that ship, skills that get used, and internal tools that quietly remove friction from someone else's day.

AI implementation & enablement: self-taught front-end, fluent in Claude across API, Code, and skills. I build for handover, so teams can run what I ship. First place in RAY AI's internal AI & automation competition.

Make.com · AssemblyAI · Clay · HubSpot · Notion · Claude API · ChatGPT · Gemini · Perplexity · Cloudflare Workers · GitHub Pages · Descript · Canva · Slack

Lab results · Anthropic certifications

Specimens · Observed in production · 2026

Eight builds across automation, internal tools, and engineering.

Three carry full case studies. The rest are live, working demos, with write-ups following one at a time.

  1. 01

    Harcourts Newsletter Automation

    Automation · Monthly cadence

    A monthly real-estate newsletter that drafts itself and emails the principal for one click of approval.

    Case study → Live issue View repo
  2. 02

    Competitive Org Mapping

    Methodology · HTML demo

    Built to support a real senior hire. A single-file org map of the target company, researched with Claude across meeting transcripts, Slack, and LinkedIn, then published as a methodology.

    Live demo Repo
  3. 03

    EA Toolkit

    Live tool

    AI-assisted pre-meeting brief generator. Paste a calendar invite and a LinkedIn profile, get a five-section brief in seconds. I use it for my own meeting prep.

    Live demo Repo
  4. 04

    Travel Coordination, Reframed

    RAY AI bootcamp · Two live tools

    Replaced an 11-page travel itinerary plus three email drafts with two single-page tools. The executive picks options on one, reads the trip on a phone on the other.

    Selection tool Mobile itinerary
  5. 05

    Cross-Portal Auto-Fill Pattern

    Pattern · Bookmarklet

    Capture once, fill everywhere. The same bookmarklet pattern, applied to two unrelated workflows.

    Live demo → Case study →
  6. 06

    The Subtitle Pipeline

    Pipeline · Make.com + Claude

    One folder in, clean subtitles out. Glossary-driven Claude cleanup that never touches a timestamp — first place in RAY AI's internal AI & automation competition.

    Case study →
  7. 07

    The Heart-First Meal Planner

    Personal build · Dietetics × AI

    Where the BSc meets the build: a medication-aware Mediterranean meal planner for a cardiac household, with per-person portioning, meal swaps, and adherence tracking. Names anonymised, logic real.

    Live demo →
  8. 08

    The EA MCP Server

    Engineering · TypeScript + MCP

    A Model Context Protocol server, published open source, that hands Claude live executive-assistant tools. It answers timezone and scheduling questions by running code, not by guessing. Typed inputs, graceful errors.

    Case study → View repo

Published notes

Three pieces, one arc.

learning to code → getting hired → reckoning with AI literacy

  1. 31 Jan 2026 01

    Learning to Code in a Season I Didn't Expect

    Origin story. Stay-at-home mom of two under two pivots into front-end dev for mental stimulation, finds it sustaining. Three rules, three habits, one principle: use AI, don't abuse AI. I hand-coded the interactive card this article links to, partly to understand the layer underneath what AI generates for me. Currently completing the freeCodeCamp HTML & CSS certificate.

  2. 25 Feb 2026 02 Reposted by Senken's CEO · 1,300+ impressions

    A Strong Start (What It Took to Become a RAY Executive Assistant)

    Three pillars from the recruitment process: honesty (own what you don't know yet, and mean the "yet"), qualifications (pursue the ones aligned with who you're becoming), feedback (be hungry to learn about yourself).

  3. 5 Mar 2026 03

    People Are Bound to Abuse What They Don't Understand

    AI literacy as the defining skill of the era. "I stopped asking how do I compete with AI and started asking what could I become with it."