Senior AI & Solution Engineer with 9+ years of experience designing secure systems and driving AI strategy. I lead POCs through to production and deploy responsible AI in regulated environments (SOC 2, GDPR), turning complex technical concepts into clear business value for non-technical stakeholders.
Taking a POC all the way to production instead of leaving it as a demo. RAG systems over sensitive data, autonomous agents, fine-tuning and deployment of open-source models — including fully on-premise setups.
RAG systems · Autonomous agents · LangChain · Open-source models
Designing for regulated environments from day one. Applied cryptography, zero-trust architecture, risk analysis, and automation of SOC 2 and GDPR compliance audits.
SOC 2 · GDPR · Cryptography · Zero-trust
Turning a business need into an architecture that holds up under both load and audit. PSD2 open banking, national customs systems, API marketplaces — domains where a design mistake is expensive.
Distributed systems · APIs · Cloud · Regulated industries
Leading teams of up to ten developers, running technical interviews, setting standards. And above all: making a technical decision understandable and defensible in front of non-technical stakeholders.
Tech lead · Hiring · Stakeholder communication · Product scoping
Passbolt — Open-source password management solution used by governments and large organizations
ColartBe — End-to-end delivery for European institutions, startups and SMEs
Miind — National customs delivery system
Luxhub — Open-banking infrastructure for financial institutions
Positive Thinking Company — Investment fund calculation and ingestion systems
Designed and deployed a large-scale RAG agent built on open-source models (Mistral AI) and vector databases.
The architecture processes highly sensitive documents while guaranteeing strict GDPR and SOC 2 compliance: all processing stays local / on-premise, with no data leaving the infrastructure.
Built a real-time video conferencing platform embedded into a classified communication channel.
Bilingual static site generated from markdown files validated by a Zod schema.
Every push to main triggers the build and publish. A print stylesheet produces
a clean PDF from the same source.