I’m a Machine Learning Operations Engineer with a deep love for NLP, a product mindset, and a passion for building sustainable data-driven businesses from my home base in Germany. My work spans customer-facing AI assistants, venture-building platforms, and high-impact consulting engagements for scale-ups and enterprise teams.
If you’d like an unfiltered stream of what I’m shipping—think Cozama build-in-public threads, Omaship logistics experiments, and MLOps hot takes—follow along on Twitter.
- 🚀 Cozama – Building cozama.com, a venture platform that helps startup founders, accelerators, and investors collaborate effortlessly, backed by a modern Ruby on Rails stack.
- 🧠 Omaship – Shipping applied AI features for the upcoming release of omaship.com, turning complex logistics processes into intuitive workflows.
- 🤝 Bloomed AI – Leading cloud-native AI consulting initiatives with my team at bloomedai.com, from AWS/Kubernetes infrastructure to full MLOps pipelines.
- 🗣️ Built AXA Germany’s virtual assistant that continues to support millions of customers with conversational AI.
- 🛠️ Architected production-grade MLOps platforms that combine experimentation velocity with enterprise reliability.
- 📈 Partnered with product, engineering, and GTM teams to translate business goals into measurable AI outcomes.
- 🔄 End-to-end ownership: from ideation and data strategy through model deployment, observability, and iteration.
- ☁️ Cloud native by default: extensive hands-on experience with AWS, Kubernetes, Terraform, CI/CD, and observability tooling.
- 🤖 Pragmatic innovation: balancing state-of-the-art research with the realities of production systems and user experience.
| Focus | What it means in practice |
|---|---|
| AI Product Leadership | Aligning cross-functional teams, defining north-star metrics, and shipping features users love. |
| NLP & GenAI | Designing multilingual chatbots, retrieval-augmented generation, and evaluation loops with human feedback. |
| Data & Platform Engineering | Building resilient data pipelines, feature stores, and automated retraining strategies. |
| DevOps & SRE | Automating infrastructure, monitoring, and incident response for always-on AI services. |
- 🐦 Follow my latest product and AI musings on Twitter
- 💼 Explore my experience on LinkedIn
- 📫 Reach out for AI/ML collaborations, venture building, or advisory work via LinkedIn or [email protected]
- 🧩 Interested in open-source? I’m always open to pairing, code reviews, or brainstorming product ideas.
Thanks for stopping by — I’d love to hear what you’re building next!