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: real-time log viewer, deterministic replay playground, versioned prompt editor, and manifest management UI. 
• Developed a comprehensive evaluation framework with LLM-based and deterministic scorers (correctness, ground truth adherence, completeness, PII detection, toxicity) and automated batch eval runs. 
• Created a context-aware AI assistant with automatic view/record detection and domain-specific action suggestions across core Odoo modules. 
• Built a RAG-powered chatbot for internal and customer-facing use with streaming responses, and human escalation via Slack for chatbot handoff to live agents. 
• Integrated Odoo into a Camunda customer service workflow for automatic email processing with human-in-the-loop review. 

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 and enabling future integration with the broader data governance ecosystem 
• Designed and built data lineage module, creating custom visualization components for complex data flow analysis while maintaining OpenLineage compatibility 
• Refactored legacy data dictionary module, improving usability and maintainability 

Spearheaded modernization of data visualization platform for Belgium's public employment service. 

Data Visualization Platform Transformation:

• Architected data-driven redesign that reduced codebase by 90%, dramatically improving maintainability and reducing technical debt 
• Eliminated manual deployment processes by building fully automated data transformation pipeline 
• Migrated from monolithic JavaScript application to modern Python FastAPI backend with SingleStore database, containerized on OpenShift 
• Relocated data processing from client-side to server-side, while maintaining excellent performance

Data Synchronization Service:

• Built Python microservice to automate bi-directional sync between Linux servers and S3 storage

Established scalable data science infrastructure and MLOps capabilities for the data analytics team. 

ML Infrastructure & DevOps:

• Designed and deployed production-grade Python data science environment with MLflow, SageMaker, and Airflow integration 
• Built Nexus proxy infrastructure for Python/Conda packages, improving package installation reliability and speed 
• Customized JupyterLab with remote GPU execution capabilities via SageMaker decorators, reducing local compute requirements 

Developer Tools & Innovation:

• Created reusable Python utility packages adopted across several projects, standardizing common workflows 
• Prototyped LLM-powered codebase documentation chatbot using LLaMA2, Vicuna, and LangChain 
• Developed REST API-based ELT orchestration system for scheduled batch processing using Node.js, Python, and Apache NiFi  

Led front-end architecture and development across enterprise projects for clients including HSBC, Visa, Proximus, DHL, Engie, and Sega. Specialized in decoupled architectures, design systems, data visualization. 

• Architected enterprise design systems and component libraries serving multiple development teams 
• Built complex data visualization platforms and interactive dashboards 
• Developed full-stack JavaScript applications 
• Responsible for UX design on several projects (Visa, Engie, Flemish Government  

Java enterprise application development across public and private sectors, specializing in identity management, business process automation, and large-scale system integration.  

Key Projects & Clients:

• Identity & Access Management Systems (Bpost, European Commission) 
• Architected secure authentication and authorization solutions for large-scale government organizations 
• Business Process Automation (Christian Mutual Health Insurance) 
• Developed digital invoice processing systems handling high volume transactions 
• Transport & Logistics (SNCB) 
• Built electronic freight transport document generation system, digitizing paper-based workflows 
• Energy Management (Electrabel) 
• Created electricity consumption visualization platform for enterprise clients - Framework Development (GFDI) 
• Extended Spring validation framework with custom business rule validation capabilities 

Technical Leadership:

• Served as technical lead on large-scale projects for SNCB, Electrabel, and European Commission 
• Designed application architectures balancing scalability, security, and maintainability 
• Mentored development teams and established coding standards and best practices 
• Led technical design reviews and architectural decision-making