
Atlantis RAG
Graduation research and a working retrieval prototype for an enterprise collection management platform, combining hybrid search with access control enforced by Atlantis.
- Python
- FastAPI
- Elasticsearch
Building secure software across web, AI and data.
Software engineer with a full-stack background and a track record of building secure, enterprise-grade web applications, specialising across web, mobile, big data and AI.
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Graduation research and a working retrieval prototype for an enterprise collection management platform, combining hybrid search with access control enforced by Atlantis.

A personal-use media downloader that grew from a native Windows utility into a Next.js and FastAPI application, self-hosted with Docker Compose on a Linux Mint laptop and started manually when needed.

An Android festival companion for discovering events, exploring lineups, reserving tickets, and checking cashless wristband balances.

Two multilingual typing apps. Different starting tools. An exploration of AI coding through building.
Discover 6 more projects covering Big Data dashboards, enterprise greenhouse systems, 18 native Android applications, and desktop software.
Developed client-specific features and integrations for the Atlantis enterprise SaaS platform, contributing to frontend modernization and production support.
Designed and implemented a Python-based RAG proof of concept for secure natural-language access to enterprise collections.
Continued at DEVENTit after the full-stack internship, developing and maintaining Angular / TypeScript components for Atlantis 7.
Worked on Angular / TypeScript components and shared .NET backend API integrations for Atlantis 7 before continuing as a part-time Software Engineer.
Contributed to cross-platform application development using .NET MAUI, implementing authentication, role-based access control and navigation, and developing and testing user interfaces.
Specialised across full-stack web, mobile, big data and AI, completing the degree with a secure RAG/LLM integration graduation project at DEVENTit.
Preparatory language bridging programme ahead of higher professional education.
Software engineer with a full-stack background and a track record of building secure, enterprise-grade web applications. I graduated from HBO-ICT Software Engineering at the Hogeschool van Amsterdam, where I specialised across full-stack web, mobile, big data and AI, completing my degree with a RAG/LLM integration proof of concept at DEVENTit. I worked on the multi-tenant Atlantis platform until August 2026, contributing to feature development and maintenance.
My degree started with programming fundamentals, object-oriented design and databases, then moved into full-stack team projects each semester: a matching platform built with HTML, CSS and JavaScript (Fasten Your Seatbelts), a Node.js and Express application with MySQL and an MVC-style architecture (PAD), and a greenhouse management application built with Angular and Spring Boot and secured with JWT (Climate Cleanup, EWA).
In the later stage of the programme I specialised further: an Android Mobile Development semester with Kotlin and Jetpack Compose, a Big Data minor building a production-oriented analytics platform with an external company (Arkive) using Flask, Dash and Docker, and a Software Engineering specialisation semester covering design patterns, testing and containerised CI/CD.
My graduation project at DEVENTit investigated how to securely integrate a large language model into Atlantis, a multi-tenant collection management system, without bypassing its strict role-based access control. I designed an indexing pipeline and a hybrid retrieval pipeline combining dense vector embeddings with BM25 keyword search, delivering a proof of concept where the RAG service interprets questions and retrieves candidates while Atlantis remains responsible for authorizing results.
My experience includes working as a software engineer at DEVENTit until August 2026, earlier part-time engineering and internships on the same product, and a cross-platform application development internship using .NET MAUI at FacilityApps.