Dr. Klaus Ludwig Fuchs

Dr. Klaus Ludwig Fuchs

Agentic AI Engineer · Multi-Agent Systems · Claude Agent SDK & NVIDIA Stack · ETH PhD

Zug, Switzerland

Open to Agentic Engineering roles
1st / 13
SBB agentic pilot
200k+
docs/agent pipeline
30+
peer-reviewed papers
h-index 12
research impact

About

Engineer who took an entire business from a legacy stack to AI-first, multi-agent operations. I design and ship production agentic systems end-to-end — Claude API & Agent SDK, multi-agent orchestration, RAG and vector retrieval, MCP tooling — running on the NVIDIA stack (DGX Spark on-prem, CUDA, TensorRT). ETH Zurich PhD and founding member of the ETH AI Center, with a decade of applied ML (PyTorch, TensorFlow, computer vision) behind the agents. Certified Claude Architect.

Skills & Frameworks

Agentic & Generative AI

Claude APIClaude Agent SDKCertified Claude ArchitectMulti-agent orchestrationRAG & vector embeddingsMCPLangChainPEFT / LoRAPrompt & context engineering

ML & Compute

PyTorchTensorFlowNVIDIA DGX Spark (on-prem)CUDATensorRTGPU inferenceComputer vision

Engineering & Cloud

Python / DjangoGraphQLDockerKubernetesGCPAzure AIHetznerSQL / NoSQLReal-time / low-latencyFederated clean rooms

Featured

InstaHire.jobs

1st / 13 in SBB pilot

Production agentic hiring platform — Claude Agent SDK, multi-agent orchestration, RAG over 200k+ docs.

Claude Agent SDKMulti-agentRAGDjango

Full-business agentification

Legacy → AI-first

Re-platformed an entire recruiting operation into AI-first agents across SDR, screening, matching & BizOps.

OrchestrationNVIDIA DGXTensorRT

DietCoach / FoodCoach

Automated diet-counselling AI with reinforcement learning (Ypsomed, Swiss Heart Foundation).

RLmHealthPyTorch

BrainFood 1 & 2

NCT04788836

ML on real-world clinical data (fMRI + CGM digital biomarkers) with Inselspital Bern.

Clinical MLDigital biomarkers

Experience

AI Architect & Lead, Agentic Engineering (Co-Founder, MD)

Rockstar Recruiting AG

2022 — Present · Zug

  • Led the end-to-end agentification of an entire business — re-architected SDR, candidate screening, matching, outreach and internal BizOps from a legacy stack to an AI-first, multi-agent operation.
  • Architected InstaHire.jobs: a production agentic platform on the Claude API & Agent SDK with multi-agent orchestration, RAG and vector embeddings — screening 200,000+ complex documents for enterprise clients.
  • Ranked 1st of 13 vendors in a competitive SBB agentic-AI pilot.
  • Stood up on-prem inference on an NVIDIA DGX Spark (CUDA / TensorRT) for low-latency, data-resident agent workloads.
  • Handed day-to-day leadership to a successor — the business now runs on the agentified stack I built.

Enterprise AI Architect — Healthcare

DocDialog.ch

2023 — Present · Switzerland

  • Built AI workflows for a Swiss digital-health platform across clinics, pharma and decentralized practices.
  • Enterprise architecture against clinical coding/assessment standards (TARDOC, RAI); data protection officer.
  • Shipped under MDR and the EU AI Act — compliance baked into the system design.

Director, Industry Collaborations (Founding Team)

ETH AI Center

2020 — 2022 · Zurich

  • First employee / founding team; grew the hub to 1,000+ researchers and 50+ ETH AI spin-offs.
  • Translator between deep-tech researchers (computer vision, NLP) and enterprise C-suites shaping AI roadmaps.
  • Led the AI+X Summit (2,000+ participants), Switzerland's largest AI event.

Co-Founder & Head of Compliance

Decentriq AG

2019 — 2021 · Zurich

  • Co-founded and scaled ($15M Series A) a confidential-computing platform running ML on sensitive data via federated clean rooms.
  • Won 6+ enterprise design partners across banking and retail through complex integration and certification cycles.

Associate Research Director / Lab Head

Auto-ID Labs (ETH Zurich / HSG)

2016 — 2020 · Zurich / St. Gallen

  • Led an IoT & AI research lab (5 FTEs); supervised 40 BSc/MSc/PhD students and corporate R&D budgets.
  • Built GPU-accelerated computer-vision and gaze-prediction pipelines (HoloSelecta, Microsoft HoloLens).
  • Directed digital-health RCTs and digital-biomarker models with Inselspital Bern and Diabetes Center Bern.

Senior Consultant, Data Science & AI

D ONE Solutions AG

2015 — 2016 · Zurich

  • Built Python anomaly-detection pipelines on GS1 EPCIS supply-chain data for Migros.
  • Engineered Azure ML architectures for large-scale ingestion and model serving in agile delivery.

Senior Project Manager, Data & Mobility Analytics

Teralytics AG

2013 — 2015 · Zurich

  • Employee #5; scaled to 80 FTEs and a $270M valuation (Atomico, Lakestar).
  • Architected real-time analytics on 50M+ users; co-led ISO 27001; won the Singapore MTR tender.

Education

Dr. sc. ETH (PhD), Information Management

ETH Zurich — Prof. Dr. Elgar Fleisch

2014 — 2020

AI-driven algorithms for behaviour change and large-scale data modelling. 30+ publications, h-index 12. ETH Medal (best thesis).

MSc Management, Technology & Economics

ETH Zurich

2010 — 2012

Information Systems, Data Science & AI strategy. Top 10%; thesis 6.0/6.0.

BSc Industrial Engineering

Karlsruhe Institute of Technology (KIT)

2006 — 2010

Operations Research, Computer Science & Mechanical Engineering. Top 10%.

Awards & Highlights

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