What I Do
- 01
LLM Serving on Kubernetes
Production-ready self-hosted LLM serving with vLLM, LiteLLM and Helm charts on Kubernetes — including AI gateway, multi-model routing, token quotas and API-key management. For Java/Spring enterprises across Frankfurt am Main, Mainz, Koblenz, Limburg an der Lahn, Hessen — and remote across Germany.
- 02
GPU Scheduling & Cost Engineering
NVIDIA GPU Operator, MIG partitioning and Karpenter with GPU nodes on Kubernetes (AWS EKS, GKE). Spot-GPU strategies, right-sizing and multi-tenancy — making GenAI workloads affordable. Consulting for companies in Frankfurt, Mainz, Koblenz and all of Germany.
- 03
RAG Infrastructure (Qdrant, Embeddings, Rerankers)
Production RAG on Kubernetes with Qdrant, embedding pipelines and reranker models — GDPR-compliant and air-gapped-capable. For regulated industries (banking, insurance, pharma) in Hessen, Rheinland-Pfalz and Germany-wide.
- 04
AI Observability & FinOps
Prometheus + Grafana for GPU and token metrics, Langfuse for tracing, cost tracking per tenant and per model. "What does a token cost?" — finally measurable. Consulting around Frankfurt am Main, Mainz, Koblenz and remote Germany-wide.
- 05
EU AI Act & GDPR Compliance
Compliance advisory for self-hosted LLMs: EU AI Act risk classification, GDPR-compliant data flows, air-gapped setups and audit logging. Specialized for German enterprises in regulated industries — insurance, banking, pharma, public sector.
- 06
GenAI Integration in Java/Spring (Spring AI)
Spring AI, Spring Boot integration of custom LLM gateways, GenAI building blocks for existing Java enterprise applications. The rare combination of Cloud-Native, Enterprise Java and compliance — for customers in the Rhine-Main area (Frankfurt am Main, Mainz, Wiesbaden, Hessen) and all of Germany.
Partners
Fun Facts
77+
Projects Completed30+
Happy Clients9K+
Lines of Code
Pricing
0$
Free Consultation
Initial Consultation (30 mins)
Basic Needs Assessment
General Cloud Strategy Overview
Email Support (1 query)
110$
Standard
Detailed Consultation (1 hour)
Custom Cloud Strategy Plan
Migration Guidance
Priority Email Support
300$
Premium
Comprehensive Consultation (2 hours)
End-to-End Cloud Implementation Guidance
Performance Optimization Strategy
Dedicated Support for 30 Days