Business Informatics graduate who designs, builds and ships agentic systems, from a rule-based automation to a Claude-driven agent that runs it end to end. Based in Luxembourg.
Rebuilt the agency's live client-onboarding workflow (Make.com, ClickUp, PandaDoc, Google Drive) as a Claude-based agentic system and derived design principles for the migration.
Took a live client-onboarding workflow on Make.com (webhooks routing contracts and folders across ClickUp, PandaDoc and Google Drive) and rebuilt it as a Claude-based agentic system. Derived design principles for the migration; verification is built into every automated write step so the agent confirms the real end state.
Composable Claude Agent Skills and MCP integrations: one orchestrator reads a lead from ClickUp, generates the contract in PandaDoc, reads back every field, then links the document to the CRM. Others reconcile Drive folder structures and sync research notes into Obsidian. Part of it runs on a home server (Ubuntu, Docker, Ollama, FastMCP).
Python scripts to structure and clean documents and datasets for the company's internal AI system. The half of applied AI that decides whether a model is useful: getting messy real-world data into a shape it can learn from.
Designed and built an automated KYC database for client onboarding in a regulated setting, and automated the recurring Microsoft Office reporting around it in VBA. A manual, error-prone compliance routine became a repeatable process.
Not just the result: the research, the decisions and the dead ends behind it. A thesis, two websites shipped on Cloudflare, an iPhone app, a tool for managing coding agents and a bit of hardware.
A calm, conversational tool: the AI asks one focused question at a time, each answer sharpens a live requirement sheet, and Create turns the finished baseline into a working demo app. It runs as a website and as a native Mac and iPhone app on one account, and in the car you can answer by voice through CarPlay. Guests can connect an AI and start refining right away; an account is only needed to save. Below is the whole of it: what it does, how the pieces talk to each other, what got better over the audit rounds, and how it is kept safe.
Soap, not rainbow: a bubble is mostly clear, with thin-film colour in marbled streaks that gather at the rim. The scene is made of the same ingredients as the app, including its soap-film texture.
TYPESAFE_API_KEY. The key never reaches the page, and a daily allowance per person (300 calls by default) limits its use.
A calm, premium website for a local salon, built from research first and shipped on Cloudflare. Static pages from a small Node generator, booking handed straight to Salonkee through deep links, and nothing on the page the salon owner has to maintain by hand.
wrangler.jsonc points at the generated folder, so there is no build step on Cloudflare's side._redirects fails the deploy on a domain rule, so www → root is a 301 Redirect Rule instead._headers carries the CSP, HSTS and immutable caching for fonts, CSS and JS.wrangler deploy and a curl check that the live files match.How do you turn a rule-based Make.com workflow into an agent that does the same job, and what should guide that move? I rebuilt two live agency workflows (client onboarding and contract generation across ClickUp, PandaDoc and Google Drive) as Claude Agent Skills, kept a research diary through every decision, and condensed the findings into six design principles.
The agent provides the reasoning and execution layer, not the event-ingestion layer. Platforms like Make.com hide that by bundling trigger, logic and action in one place, so a migration forces an explicit decision on where the trigger lives.
When several coding agents run in parallel, the hard part is knowing which one needs you. Coder View turns them into a live map: each project is a soap puddle, each chat a bubble, big while it works, amber when it waits for an answer, small and clear once it is done. Still under active development.
coderview command.Apple's rule is that glass belongs to navigation and controls, floating above content. So this page uses three glass thicknesses: clear for the nav, thick for anything you read. Real refraction (an SVG displacement filter) runs where Chromium supports it; every other browser gets blur, saturation and specular edges.
Log a fill-up in seconds: date filled in, fuel price fetched automatically and still editable. The dashboard shows total distance, spend, latest price and average consumption, with trend charts per car and a home-screen widget.
A small microcontroller reads soil moisture every few seconds, maps it to a percentage, and switches a WiZ smart lamp on over the local network (UDP) when the plant gets too dry, and off again once it has been watered.
Half of automation is engineering; the other half is understanding the people whose work changes. The record, in one board.
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