
Projects that define the craft.
- 01
Professional · 2024Invoice Fraud Prevention Platform
At Vloto, payment defaults were a serious problem.
Laravel·PHP·REST APIs - 02
AI / ML · 2026WhatsApp AI Business Agent
At Vloto, our customer support line was getting flooded with repetitive phone calls.
WhatsApp Business API·OpenAI GPT-4·Node.js - 03
AI / ML · 2025Medical Technical File Builder
Medical device companies spend months compiling technical dossiers for regulatory approval — FDA, CE marking, ISO standards.
Python·TensorFlow·Natural Language Processing - 04
AI / ML · 2025AI Customer Support
For Virelio's own website, I needed a support system that could handle client inquiries without me being online 24/7.
OpenAI API·ElevenLabs·n8n Automation
Builds the full stack. Ships the AI.
I started as a frontend developer in 2017 and moved into backend a few years later. The stack runs wide: React, Next.js, Laravel, Node, Python, plus the infrastructure to actually run it in production. The AI work came after that. Multi-agent systems, RAG platforms, on-premise LLMs. It's the latest chapter, built on top of the foundation, not stacked next to it.
At Vloto B.V., I build the AI systems and the backend they run on. The customer-facing WhatsApp agent resolves over 55% of conversations autonomously. There's voice AI for inbound calls, fraud-prevention models, on-premise LLM workflows running quietly inside the company, plus the booking algorithms, internal dashboards, and APIs underneath. With Virelio, I bring the same full-stack-to-AI approach to other companies.

Best taught by doing.
I'm the lead AI engineer at Vloto. The work is half engineering, half teaching: showing the team how to automate their workflows with the techniques and internal tools I build to compress dev time.
Outside the company I run AI lessons and webinars. Same principle: the only way to teach AI is to build it in front of you. No slide decks.
- 01Lead AIEngineer at Vloto
- 02Custom toolsCutting team dev time
- 03Lessons · WebinarsPractice-first format
From student. To engineer at Vloto. To founder of Virelio. The journey, by year.
Open to the right full-time role.
- 2023— PresentOn dutyProduction AI Systems
AI Engineer & Co-Founder · Virelio Agency
Co-founded AI agency delivering production-grade solutions for enterprises. Built Microsoft ecosystem integrations with Teams, SharePoint, and Outlook automation. Developed multi-agent workflows orchestrating complex business processes, enterprise RAG platforms achieving 95% accuracy on domain-specific queries, and medical compliance platforms reducing 3-month certification processes to 1 week. Shipped custom LLM integrations, intelligent document processing pipelines, and AI-powered analytics dashboards.
Stack ·LangChain·RAG·Multi-Agent Systems·CrewAI·GPT-4·Qdrant·Python·Azure - 2023— PresentOn dutyBackend, AI Integration & Automation
Backend Developer · Vloto B.V.
Joined luxury car-sharing service with fleet from Audi e-tron to Polestar 2 Dual Motor. Built AI-powered WhatsApp assistant and voice assistant serving 20K+ customers, reducing customer support calls by 70% in the first 3 months. Developed fraud prevention system recovering €50K+, streamlined fine processing workflows, enhanced internal dashboard with real-time analytics, and optimized booking algorithms improving fleet utilization by 30%.
Stack ·Laravel·AI/ML·WhatsApp API·Voice AI·RESTful APIs·Process Optimization - 2021— 2023Entrepreneurship & Teaching
Product Manager · Bitsliced
Started teaching career sharing knowledge with aspiring learners. Co-founded Bitsliced, an NFT marketplace leveraging blockchain for real-world asset digitization. Assembled and managed a team of four professionals while overseeing project development and quality assurance.
Stack ·NFT·Product Strategy·Team Leadership·Teaching - 2021— single yearBlockchain & Cryptography
Self-Development Year · Independent Study
Delved deep into blockchain and cryptography, gaining extensive knowledge about various blockchain types, consensus mechanisms, and the limitless possibilities of smart contracts for automating complex tasks.
Stack ·Blockchain·Smart Contracts·Cryptography·Web3 - 2019— 2021Professional Start
Frontend Developer · CSDM
Served as a front-end developer utilizing ReactJS and GraphQL. Gained valuable company insights through internship, then promoted to junior developer working with high-profile clients like Coca-Cola, Shell, and Schiphol.
Stack ·ReactJS·GraphQL·Frontend Architecture - 2017— 2019Frontend & Backend Development
Software Developer · Amstelland College
Three years going deep on the fundamentals. The first half was frontend craft: HTML, CSS, and JavaScript until the browser felt like a familiar room. The second half flipped to backend: PHP, MySQL, and C#. Database schemas, CRUD operations, the unglamorous plumbing every real system runs on. The foundation everything else got stacked on top of.
Stack ·HTML/CSS·JavaScript·PHP·MySQL·C#·WordPress
Credentials, on file.
Verified through Anthropic, Google and Oracle. Always learning what ships.
Anthropic
Oracle
AnthropicMar 2026MCP Servers·Tool Integration·Agentic WorkflowsVerify
AnthropicMar 2026Certificate of Completion: Agent Skills
Autonomous Agents·Multi-Step Reasoning·Tool UseVerify
AnthropicMar 2026Claude Code in Action
AI-Powered Development·CLI Automation·Pair ProgrammingVerify- GoogleOct 2025
Inspect Rich Documents with Gemini Multimodality and Multimodal RAG Skill Badge
Artificial Intelligence (AI)·Gemini APIOn record - GoogleOct 2025
Prompt Design in Vertex AI Skill Badge
Artificial Intelligence (AI)·Gemini APIOn record - GoogleFeb 2025
Machine Learning Operations (MLOps) for Generative AI
Artificial Intelligence (AI)·Machine Learning·MLOpsOn record - GoogleJan 2025
Advanced: Generative AI for Developers
Artificial Intelligence (AI)·Google GeminiOn record
OracleNov 2024OCI Generative AI Professional
Oracle Cloud·Generative AI·LLM DeploymentOn record
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