Bachelor thesis · Design Science Research2026
From Robotic to Agentic Process Automation
Universität zu Köln · Luxembourg agency as industry partner
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.
Claude Agent SkillsMCPMake.comClickUp / PandaDoc / GDrivePythonDSR
Self-directed build · In daily use2025 – now
A working library of agent skills
Personal agent stack automating real recurring work
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).
Claude Agent SkillsMCP / FastMCPPythonOllamaDocker
Role as project · Data analyst2023
Data pipelines to feed an AI system
KIResult, Bonn · hybrid
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.
PythonData cleaningDocument structuring
Internship · Database developer2022
Automated KYC onboarding platform
AIQUnited, Wecker · Luxembourg
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.
VBAMS Office automationKYC / onboarding