Architecting Intelligence
Led by Lukas Friedrich
Physics background with 10+ years shipping production systems from MVPs to enterprise scale.
Specialized in distributed systems, computer vision, and transformer architectures. Focus on clear results and measurable impact.
Physics degree with a deep focus on computational methods and statistical modelling. This foundation shapes how I approach every AI problem — with rigour, scepticism, and an obsession for getting the math right.
End-to-end AI systems that go beyond demos. From custom deep learning pipelines and RAG architectures to scalable APIs and cloud-native deployments — I take ideas from whiteboard to production.
No over-engineering, no buzzword-driven architecture. The right tool for the right problem — whether that's a fine-tuned open-source model or a simple rule-based system. Measurable outcomes over impressive slides.
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