02.10.2026 aktualisiert
Premiumkunde
100 % verfügbarStrategic AI Architect & Engineer
Hückelhoven, Deutschland
Weltweit
Dr.-Ing. Autonomous Driving, KIT Karlsruhe, Magna cum laude (Grade: 1.0), Graduated 05/2024Über mich
Ich bin ein strategischer KI-Architekt und -Ingenieur mit über einem Jahrzehnt Erfahrung in den Bereichen Automotive-Software, Data Engineering und angewandter KI. Blog mit eigenen Messungen zu RAG und DSGVO-konformer KI: blog.leopardcode.ai
Skills
Künstliche IntelligenzData ArchitectureData IntegrationData IntelligencePythonIntegration (Software)Enterprise Application IntegrationData ScienceGenerative AIAWS LambdaAWS Data AnalyticsAzure Data Analytics
Enterprise AI Architecture (AWS Bedrock, RAG, Fine-Tuning)
Expertise in designing and implementing enterprise-grade AI architectures, including AWS Bedrock, Retrieval-Augmented Generation (RAG) systems, and fine-tuning of large language models for production environments.
Agentic Systems & Multi-Agent Workflows (CrewAI, AutoGen)
Deep knowledge in building agentic systems and multi-agent workflows using frameworks such as CrewAI and AutoGen, enabling autonomous and collaborative AI-driven processes.
Python, SQL/dbt, AWS Lambda, SageMaker, S3
Proficiency in Python and SQL/dbt for data engineering and analytics, combined with hands-on experience in AWS services including Lambda, SageMaker, and S3 for scalable cloud-based AI solutions.
Corporate AI Integration & Compliance (EU AI Act / GDPR)
Knowledge in integrating AI solutions into corporate environments while ensuring compliance with regulatory frameworks such as the EU AI Act and GDPR.
Technical Consulting & MVP-to-Production Delivery
Experience in guiding companies from MVP development through to full production deployment, providing technical consulting on AI architecture and engineering workflows.
Data Modeling & Fleet Optimization
Hands-on experience leading data modeling pipelines for large-scale vehicle infrastructure, including predictive maintenance, eco-driving optimization, and smart charging logic.
High-Precision Localization & Sensor Fusion
Background in developing and owning high-precision localization modules for automated parking, including benchmarking frameworks for vehicle state estimation and sensor fusion.
Machine Learning & AI Training
Experience as a Machine Learning and AI Lecturer for the Volkswagen Data Science training program Camp4Data over two years, delivering educational content on ML and AI topics.
Expertise in designing and implementing enterprise-grade AI architectures, including AWS Bedrock, Retrieval-Augmented Generation (RAG) systems, and fine-tuning of large language models for production environments.
Agentic Systems & Multi-Agent Workflows (CrewAI, AutoGen)
Deep knowledge in building agentic systems and multi-agent workflows using frameworks such as CrewAI and AutoGen, enabling autonomous and collaborative AI-driven processes.
Python, SQL/dbt, AWS Lambda, SageMaker, S3
Proficiency in Python and SQL/dbt for data engineering and analytics, combined with hands-on experience in AWS services including Lambda, SageMaker, and S3 for scalable cloud-based AI solutions.
Corporate AI Integration & Compliance (EU AI Act / GDPR)
Knowledge in integrating AI solutions into corporate environments while ensuring compliance with regulatory frameworks such as the EU AI Act and GDPR.
Technical Consulting & MVP-to-Production Delivery
Experience in guiding companies from MVP development through to full production deployment, providing technical consulting on AI architecture and engineering workflows.
Data Modeling & Fleet Optimization
Hands-on experience leading data modeling pipelines for large-scale vehicle infrastructure, including predictive maintenance, eco-driving optimization, and smart charging logic.
High-Precision Localization & Sensor Fusion
Background in developing and owning high-precision localization modules for automated parking, including benchmarking frameworks for vehicle state estimation and sensor fusion.
Machine Learning & AI Training
Experience as a Machine Learning and AI Lecturer for the Volkswagen Data Science training program Camp4Data over two years, delivering educational content on ML and AI topics.
Erfahrung
Berufserfahrungmehr als 10 Jahre
Freelancer seit2026
Sprachen
DeutschMutterspracheEnglischverhandlungssicher
Projekthistorie
Building enterprise AI solutions focusing on MVP-to-production transitions. Consulting companies on AWS Bedrock, RAG architectures, and LLM deployment. Leading comprehensive AI workshops and agentic coding training sessions. Accelerating startup development using modern AI-assisted engineering workflows.
Led data modeling pipelines for Fleet.OS and large-scale ride sharing vehicle infrastructure. Developed models for predictive maintenance and eco-driving optimization. Delivered fleet optimization and smart charging logic for MaaS launch in London. Keynote speaker and organizer for AI and autonomous mobility communities.
Owned high-precision localization modules for automated parking projects. Developed benchmarking frameworks for vehicle state estimation and sensor fusion. Filed 36 patent applications related to automated parking and sensor technologies. Led technical operational testing and validation drives for autonomous systems.