Full-Stack Software Engineer · AI Engineer

Engineering that
thinks. Strategy
that ships.

I work at the seam where engineering craft and business judgement meet: building AI systems that hold up in production, and products people actually use.

Say hello How I think

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Why I build

Technology in service
of something real.

I'm a software engineer with a computer science education from the Karlsruhe Institute of Technology, Carnegie Mellon University, and the University of Hagen, plus an MBA from the Collège des Ingénieurs, where I led ML/AI projects at Merck.

I'm drawn to problems at the intersection of technical depth and real-world impact: too human for pure engineering, too complex for pure strategy. I think in first principles, build for durability, and try to stay honest about what technology can and cannot fix.

I'm also a former State Champion and National Qualifier in Jugend debattiert, which shaped how I think, argue, and communicate under pressure.

What I bring

AI That Actually Gets Adopted

I design and build intelligent systems (Generative AI, agentic workflows, GraphRAG) with production constraints and organisational reality already in mind. The engineering decisions and the adoption strategy are the same conversation, not two separate workstreams.

A Fluency in Both Languages

I can walk into a boardroom and articulate the business case, then return to the codebase and make sound architectural decisions. Having both lets me keep the technical and strategic sides of a project aligned, before the gap becomes a problem.

Building with a Reason

The work I commit to tends to improve access or take real friction out of someone's day, not just move a metric. That focus is also practical: when you know exactly who you're building for, most of the hard trade-offs answer themselves.

Technologies

AI & ML

LLMs · Generative AI

Agentic Workflows

RAG · GraphRAG

Embeddings · Vector Search

Machine & Deep Learning

Backend & Infra

Python · Django

Java · SQL

PostgreSQL · Redis

Celery · Nginx

Docker · AWS · CI/CD

Frontend & Apps

TypeScript · React

Next.js · HTMX

Tailwind CSS

iOS · Android

Mobile-first UX

Current thinking

What's pulling
my attention now.

The questions I keep returning to, in conversations, in research, in things I build on weekends. Not a manifesto. Just honest curiosity.

Agentic AI & Autonomous Systems

The shift from conversational AI to systems that plan and act. How do you build agents that are genuinely capable and genuinely trustworthy, without making them so cautious they're useless?

Sovereign & Enterprise AI

How organisations build real AI capacity on their own terms, without surrendering data, creating fragile dependencies, or ending up with a governance problem they didn't see coming.

Venture Building & Impact

Technology-enabled ventures aimed at structural problems in healthcare, public infrastructure, and access to services. Where commercial sustainability and social purpose are design constraints, not trade-offs.

Access & Representation in Tech

Who gets to build the systems that shape everyone's life. I care about mentoring people into this field who weren't assumed to belong here, because who's in the room matters more than most technical decisions.

Good conversations
start with a hello.

I enjoy talking with builders, researchers, and people working on things that matter. Always happy to hear what you're working on.

LinkedIn ↗ GitHub ↗

Engineering thatthinks. Strategythat ships.

Technology in serviceof something real.

What's pullingmy attention now.

Good conversationsstart with a hello.

Engineering that
thinks. Strategy
that ships.

Technology in service
of something real.

What's pulling
my attention now.

Good conversations
start with a hello.