11.05.2026 aktualisiert
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Senior Software Engineer & Architect | Generative AI | Machine Learning | Full-Stack Development
Berlin, Deutschland
Weltweit
Bachelor degree in Computer Science, KU Leuven - Group T Leuven Campus, 2000-2003Über mich
I architect and build robust Agentic systems. As a Software Engineer and Architect, I bridge the gap between software engineering and generative AI. I design and build complex multi-agent workflows, knowledge-graph-enhanced reasoning, and automated evaluation frameworks.
Skills
LangChainAPIsKünstliche IntelligenzDevOpsPythonMachine LearningOpenShiftSqlalchemyChatbotsData ScienceDocker SwarmFlaskGenerative AIBackendGitLab
Generative AI & Agentic Frameworks
Expertise in designing and implementing Agentic AI systems using LangGraph, LangChain, and LlamaIndex. Hands-on experience building supervisor/orchestrator architectures, RAG-powered chatbots, and evaluation frameworks with LLM-based scorers for correctness, completeness, and PII detection.
Python & Full-Stack Development
Extensive experience with Python (Python3, Flask, FastAPI, Pandas, Matplotlib, PySpark) for backend development, data processing, and machine learning pipelines. Complemented by strong JavaScript skills including Node.js, TypeScript, React, Angular, and Vue for full-stack solutions.
Cloud Platforms & Container Orchestration
Proven track record deploying and managing applications on AWS, Azure, and OpenShift. Deep knowledge of Docker Swarm and Kubernetes for container orchestration, enabling scalable and resilient production environments.
Machine Learning
Practical experience with Scikit-learn and Hugging Face Transformers for building and deploying machine learning models, including production-grade data science environments with MLflow, SageMaker, and Airflow integration.
Databases & Data Sources
Broad knowledge of relational and non-relational databases including Postgres, MySQL, Oracle, MongoDB, Redis, Elasticsearch, Databricks, Clickhouse, and SingleStore, as well as ORM/ODM tools such as Hibernate, Mongoose, and SQLAlchemy.
Messaging & Queuing
Experience with messaging and queuing systems including Kafka, SQS, ASB, and RabbitMQ for building event-driven and distributed architectures.
Data Processing & Visualisation
Proficiency in Apache NiFi and Spark for data processing pipelines, and D3.js, Tableau, and React Flow for data visualisation and interactive dashboards.
DevOps & CI/CD
Solid experience with DevOps tooling including Jenkins, Gitlab, Bamboo, and Nexus for continuous integration, delivery, and artifact management.
Web APIs
Design and implementation of REST and GraphQL APIs for scalable and interoperable web services.
Java Enterprise Development
Over 10 years of Java enterprise application development using Spring, EJB3, Hibernate, JBoss, and Weblogic, with a focus on identity management, business process automation, and large-scale system integration.
GIS
Experience with GIS technologies including Leaflet and Mapbox for building geographic information and mapping applications.
Expertise in designing and implementing Agentic AI systems using LangGraph, LangChain, and LlamaIndex. Hands-on experience building supervisor/orchestrator architectures, RAG-powered chatbots, and evaluation frameworks with LLM-based scorers for correctness, completeness, and PII detection.
Python & Full-Stack Development
Extensive experience with Python (Python3, Flask, FastAPI, Pandas, Matplotlib, PySpark) for backend development, data processing, and machine learning pipelines. Complemented by strong JavaScript skills including Node.js, TypeScript, React, Angular, and Vue for full-stack solutions.
Cloud Platforms & Container Orchestration
Proven track record deploying and managing applications on AWS, Azure, and OpenShift. Deep knowledge of Docker Swarm and Kubernetes for container orchestration, enabling scalable and resilient production environments.
Machine Learning
Practical experience with Scikit-learn and Hugging Face Transformers for building and deploying machine learning models, including production-grade data science environments with MLflow, SageMaker, and Airflow integration.
Databases & Data Sources
Broad knowledge of relational and non-relational databases including Postgres, MySQL, Oracle, MongoDB, Redis, Elasticsearch, Databricks, Clickhouse, and SingleStore, as well as ORM/ODM tools such as Hibernate, Mongoose, and SQLAlchemy.
Messaging & Queuing
Experience with messaging and queuing systems including Kafka, SQS, ASB, and RabbitMQ for building event-driven and distributed architectures.
Data Processing & Visualisation
Proficiency in Apache NiFi and Spark for data processing pipelines, and D3.js, Tableau, and React Flow for data visualisation and interactive dashboards.
DevOps & CI/CD
Solid experience with DevOps tooling including Jenkins, Gitlab, Bamboo, and Nexus for continuous integration, delivery, and artifact management.
Web APIs
Design and implementation of REST and GraphQL APIs for scalable and interoperable web services.
Java Enterprise Development
Over 10 years of Java enterprise application development using Spring, EJB3, Hibernate, JBoss, and Weblogic, with a focus on identity management, business process automation, and large-scale system integration.
GIS
Experience with GIS technologies including Leaflet and Mapbox for building geographic information and mapping applications.
Erfahrung
Berufserfahrungmehr als 10 Jahre
Freelancer seit2004
Sprachen
DeutschgutEnglischverhandlungssicherFranzösischverhandlungssicherNiederländischMuttersprache
Projekthistorie
Architected and designed Agentic AI integration in an ERP suite. Developed a core agentic framework based on LangGraph with manifest-driven agent configuration, versioned prompt templates, and a tool-calling execution loop with shared memory. Built a supervisor/orchestrator architecture coordinating specialized worker agents via LLM-based routing, cycle guards, policy enforcement, and human escalation paths. Implemented a semantic graph layer (Neo4j) tracking agent reasoning, entity relationships, and tool results across multi-agent runs. Built a fully integrated admin toolsuite and a comprehensive evaluation framework. Created a context-aware AI assistant and a RAG-powered chatbot. Integrated Odoo into a Camunda customer service workflow for automatic email processing with human-in-the-loop review. Tools: Python, Langgraph, Langfuse, Odoo, Camunda, GraphRag, Neo4J, Postgres, Playwright MCP, Docker Swarm, Claude code, Open code (GLM, Kimi).
Led development of an enterprise data governance platform with data dictionary and lineage capabilities. Steered project toward industry-standard OpenLineage implementation, avoiding vendor lock-in. Designed and built data lineage module with custom visualization components for complex data flow analysis. Refactored legacy data dictionary module, improving usability and maintainability. Tools: Python 3.12, Flask, Pydantic, SQL Alchemy, React, Java 14, Microsoft Azure, Kubernetes, Postgres, OpenLineage, Vault, Claude code.
Spearheaded modernization of data visualization platform for Belgium's public employment service. Architected data-driven redesign that reduced codebase by 90%. Eliminated manual deployment processes by building a fully automated data transformation pipeline. Migrated from monolithic JavaScript application to modern Python FastAPI backend with SingleStore database, containerized on OpenShift. Built Python microservice to automate bi-directional sync between Linux servers and S3 storage. Tools: Python 3.12, FastAPI, Pydantic, SQL Alchemy, Boto3, React, Zustand, Nextjs, D3, Pytest, Playwright, S3, Openshift.