06.10.2026 aktualisiert

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AI Consultant / AI Engineering

Garching bei München, Deutschland
Weltweit
P.hD (Dr.-Ing.)
Garching bei München, Deutschland
Weltweit
P.hD (Dr.-Ing.)

Profilanlagen

PROJEKTLISTE_M_PREXL.pdf
CV_M_PREXL.pdf

Skills

.Net FrameworkForschungKünstliche IntelligenzAmazon Web ServicesPenetration TestingArchitekturComputer VisionAutomatisierungAutomobilindustrieMicrosoft AzureUnternehmensberatungGeschäftsplanC++SaasCloud ComputingComplianceIt-BeratungBeratungContinuous IntegrationLinuxDevOpsVerteilte DateisystemeIngenieurwesenPythonProjekt-RisikomanagementCloud-ServicesProzessautomatisierungTensorFlowSystem DesignTypeScriptWorkflowsRust (Programming Language)TestenGoogle CloudPyTorchLarge Language ModelsMulti-Agent SystemsGitKubernetesUnreal EngineStable DiffusiongRPCDocker
Core Competencies & Services
1. Strategic Consulting: AI-Native Business Operations. I guide organisations through AI adoption, ensuring technology aligns with business objectives.
  1. AI Readiness & Roadmap: Analysing data maturity, designing data strategies, and defining the path to becoming an AI-native organisation.
  2. Security & Guardrailing: Designing robust test strategies and safety protocols for agentic AI in enterprise environments, including red-teaming and penetration testing.
  3. R&D Transfer: Translating cutting-edge research, such as neural graphics or LLMs, into practical industry applications.
2. Engineering: Agentic AI & Automation. My team and I deliver advanced, production-ready AI systems.
  1. Multi-Agent Systems: Developing specialised agents, combined with computer vision, spatial understanding, or process automation, that interact to solve complex workflows.
  2. LLM Integration: Building custom interfaces and RAG pipelines for deeply integrated large language models, including sovereign models.
  3. Spatial Intelligence: Leveraging extensive experience in 3D reconstruction and computer vision to provide AI with spatial awareness.
3. Infrastructure & DevOps. I help to ensure your AI operates reliably, securely, and at scale.
  1. Cloud Architecture: Designing and operating SaaS platforms on AWS, Azure, Google Cloud, or local infrastructure.
  2. Sovereign & Compliance: Build sovereign business operations and systems compliant with the EU AI Act.
  3. Production Deployment: Implement CI/CD, Dockerization, and maintenance for complex AI software stacks.
Project History (Selected Highlights)
Strategic AI Consulting & Testing Framework (Automotive Industry) | Role: Lead Consultant & Strategist
  1. Challenge: Implement a secure GenAI testing environment for a major automotive manufacturer.
  2. Solution: Developed the strategic concept for end-user text and voice assistants and led the implementation of a comprehensive testing strategy.
  3. Outcome: Established guardrailing and product KPIs to ensure safe AI operations in a critical industrial context by increasing the test coverage by 70 % with a weekly update.
AI Agent for Spatial Understanding | Role: Architect & Team Lead
  1. Focus: Details: Developed a specialised AI agent within a multi-agent system designed to search, segment, and understand 3D environments efficiently. efficiently.
Nerfstudio Cloud – SaaS Infrastructure | Role: Product Lead & Architect
  1. Focus: Built and operated a scalable SaaS platform hosting neural processing services (Nerfstudio) as a cloud service.
Technology Stack
  1. AI & GenAI: OpenAI, Llama, Mistral, Anthropic, Gemini, Stable Diffusion, Flux, LangChain, Ollama.
  2. Infrastructure: AWS, Google Cloud, Docker, Kubernetes, Linux, DevOps Pipelines.
  3. Languages & Tools: Python, C++, Rust, TypeScript, .NET, gRPC, Git.
  4. Spatial/Vision: Unity, Unreal Engine, ARKit, ARCore, PyTorch, TensorFlow.
  5. and more, delivered with my team

Erfahrung

Berufserfahrung5 - 10 Jahre
Freelancer seit2024

Sprachen

DeutschMutterspracheEnglischverhandlungssicher

Projekthistorie

Agent Operating Systems & Infrastructure

Internet und Informationstechnologie

< 10 Mitarbeiter

  1. Strategic Design and Execution
  2. Organisation of development team and integration of AI-native development based on Claude Code
  3. Test-driven implementation of product validation and implementation of QM cycle

AI Consulting Testingframework

Automobil und Fahrzeugbau

>10.000 Mitarbeiter

  • Konzeptentwicklung und Umsetzung einer Teststrategie für einen endkundenorientierten Text- und Sprachassistenten.
  • Beratung und Management bei auftretenden Fehlern und Sicherheitslücken.
  • Überprüfung und Optimierung von Absicherungstechniken (Guardrailing, Penetrationstests, etc.).).

AI-Agent for spatial understanding

  • Development of an AI-Agent specialized in Spatial Understanding for Multi-Agent Systems.
  • Development of new AI functions to search and segment 3D environments efficiently and in high-quality
  • Development of an LLM interface

Nerfstudio Cloud – Cloudbased Neural Processing Service

  • Operation of SaaS-Platform which hosts nerfstudio as a cloud service
  • Development of a user interface of a web application for an easier workflow

Sales Intelligence & Customer Acquisition in eCommerce

Konsumgüter und Handel

250-500 Mitarbeiter

Veovid – 3D Video editing

  • Development and operation of an AR smartphone app on iOS and Android to capture videos 
  • Development and operation of a processing pipeline based on nerfstudio as a cloud service
  • Development and operation of an application to edit videos in 3D and adding special effects on Windows and iOS

Reality Capturing of Personal Memories

  • Development and operation of an AR smartphone app on iOS and Android to capture memories in 3D
  • Development and operation of a 3D reconstruction processing pipeline as a cloud service
  • Development and operation of a platform to stream and replay reality capture on Windows, MacOS, Linux, iOS, Android, WMR and Quest 2
  • Development of a user management system and a payment system

Drone Teleoperation System

  • Development of a hardware setup consisting of a drone, onboard computer, satellite terminal, LTE-terminal, and a remote operator PC.
  • Development of a real-time 3D Reconstruction and Streaming
  • Development of flight automation consists of starting, landing, waypoint, and collision avoidance.
  • Development of a teleoperation operation system on the remote side within a 3D environment and a scene understanding algorithms to support the operator
  • Development of a Simulation environment for software development

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