Applied AI • Systems Architecture • Operational Transformation
Engineering Agentic Systems
EducationTechnische Universität Darmstadt
FocusAdvisory & Implementation
Architecting the next generation of autonomous workflows. I bridge the gap between academic research and production-oriented execution for complex enterprise environments.
Specialized Capabilities
Agentic Workflow Design
- •Architecting multi-agent systems
- •Orchestrating autonomous R&D
- •Governance and observability
Enterprise AI Infrastructure
- •Production-grade RAG strategies
- •Legacy system integration
- •Scaling inference architectures
Systems Reliability & Security
- •Formal verification of workflows
- •Security-first transformation
- •Engineering rigor for production
Systems Execution
From experimentation to production.
I specialize in architecting systems that balance AI capabilities with the predictability, security, and scalability required by modern enterprise environments.
Core Themes
Agentic WorkflowsAutonomous SystemsDistributed PlatformsEnterprise RAGKnowledge GraphsOperational AILogistics AutomationTechnical Due Diligence
Agentic Orchestration
LLM-Augmentation
Selected Publications
View ScholarSecurityAutomation
OVER: Overhauling vulnerability detection for IoT through automated static analysis
ACM SAC 2020
Best PaperAlgorithms
Complexity Reduction in Graphs: A User Centric Approach
IARIA 2017
IoTAudit
PIT: A probe into internet of things by comprehensive security analysis
IEEE TrustCom 2019
QualityReliability
Security testbed for Internet-of-Things devices
IEEE Transactions on Reliability 2018
ResilienceTesting
SMuF: State machine based mutational fuzzing framework for IoT
CRITIS 2018
Big Data
User-guided Graph Exploration: Algorithmic Complexity Reduction
Intl Journal on Adv. in Intelligent Systems 2018
Risk Management
Out of kilter: Holistic exploitation of DoS in IoT
SecureComm 2018
Deep Tech
Let the cat out of the bag: Security analysis of the IoT
ACM IoT 2017
Cyber-Defense
Spill the Beans: Extrospection of IoT by exploiting DoS
EAI Endorsed Trans. 2019