achimstruve - Overview

Dr. Achim Struve

Founder, Agenovation | I help decision-heavy businesses increase revenue and reduce operating costs with AI agent systems.

I build production AI systems for decision-heavy workflows.

My work focuses on turning fragmented data and manual operations into executable AI operating layers that improve business outcomes.

I hold a Dr.-Ing. (Summa Cum Laude) from Karlsruhe Institute of Technology and previously led AI & Token Engineering at Outlier Ventures.

Up to 80% time reduction in due diligence workflows
6-figure annual operating cost savings delivered through analyst-workflow automation
Built portfolio monitoring and decision-support systems used in production
Advised 50+ organizations across AI systems, token engineering, and operating-model execution

Reinforcement learning agent for liquidity optimization in concentrated AMMs.

Tech: Python, PyTorch, Gymnasium

Open-source simulation framework for digital economic system design.

Tech: Python, radCAD, Streamlit

Economic simulation framework for infrastructure-network incentive design.

Tech: Python, radCAD, Streamlit

Access-control layer for MCP servers with scope-based authorization.

Tech: FastMCP, PyJWT, Terraform, GKE, Helm, ArgoCD