About Bryan
I build Azure AI systems for companies where documents are the core of the business: compliance, audit, contract review, structured data extraction.
Stack: Azure AI Foundry, Document Intelligence, AI Search, Copilot Studio, Graph API. Industries: finance, healthcare, legal, energy, government.
My focus is on reliability in regulated contexts. That means hallucination-resistant prompt design, confidence-based abstention, and structured outputs that hold up under scrutiny.
Recent work includes a NIS2 compliance audit tool on Azure AI Foundry and production Copilot Studio agents for client teams. I work on a project or retainer basis with EU clients.
English
Native or bilingual
Dutch
Native or bilingual
Remote only
Primarily works remotely
Experience
- yellow arrowAI ConsultantDIGITAL AND ITJanuary 2026 - Today (5 months)Nunspeet, GE, Netherlands
- Designed and shipped a NIS2 compliance audit tool on Azure AI Foundry for an EU client, combining prompt flows, Azure AI Search, and Document Intelligence to extract structured compliance assessments from heterogeneous SharePoint documents with traceable citations and confidence-based abstention.
- Built production Copilot Studio agents for client teams, integrated with SharePoint and Microsoft Graph API, handling document retrieval and triage with escalation logic for cases requiring human review.
- Architected a hallucination-resistant Microsoft Learn support agent using Azure AI Search, intent classification, strict citation requirements, and confidence-based escalation thresholds.
- Authored infrastructure documentation and handoff materials covering Azure AI Foundry Hub setup, resource naming conventions, role assignments, Key Vault configuration, and networking for client environments.
- Advised on architectural decisions between Azure AI Foundry and Microsoft Copilot Studio for client AI implementations, including model selection, governance, and compliance considerations.
- Contributed to internal AI tooling and assistant frameworks aligned with Yellow Arrow's cultural values and Dutch-language requirements.
- yellow arrowSecurity EngineerNovember 2024 - January 2026 (1 year and 2 months)Nunspeet, GE, Netherlands
- Built an enterprise security scanning system using Azure Databricks for ETL processing and Power BI for real-time dashboarding, automating security monitoring across the full client base.
- Developed a Python-based IRP test automation system with TOPdesk API integration that prioritises clients based on security scan results, reducing manual triage time.
- Designed reusable Azure packages that shortened Azure tenant development time across teams.
- Built a full-stack web portal (JavaScript/Node.js) enabling non-technical teams to monitor security posture, request scans, and trigger IRP tests independently.
- Architected and implemented a RESTful API server for clean communication between frontend portals and the Databricks backend.
- Formalised and documented Yellow Arrow's security scoring algorithm, including weighted risk calculations, incident correlation analysis, and personnel-level impact assessments.
- ToplawoodFull-Stack DeveloperNovember 2022 - June 2024 (1 year and 7 months)Harderwijk, GE, Netherlands
- Built a dealer portal in Next.js providing real-time access to current pricing for wood products, streamlining dealer communication.
- Delivered complex 3D modelling solutions for product visualisation in collaboration with Moogue, improving customer experience.
- Coached and mentored an intern through hands-on project work, and designed onboarding processes for all office staff.
- Managed and optimised WordPress sites with technical SEO implementation to improve search visibility.
- Built calculation systems for veranda production that automatically determine dimensions, material requirements, and cost prices, eliminating manual errors.
- Owned the internal document management system, device administration, and technical support.
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Education
- Computer ScienceOpen Universiteit
- Bachelor of Science - BScHKU (Hogeschool voor de Kunsten Utrecht)2021Bachelor of Science - BSc