MSc Software Design, IT University of Copenhagen
I designed and built a RAG-based chatbot with a full retrieval pipeline: custom chunking, embeddings with metadata, and combined semantic and full-text search.
Graded 10 in Introduction to Database Systems, and it's the engine under the Supabase database I built for my thesis.
The frontend in most of my projects, including this site.
Completed 'Applied Information Security' with a 12, where we hacked a live website: using Nmap to find IPs and open ports, and Metasploit to attempt to break in.
Graded 10 in Introductory Programming, the MSc's first programming course.
Building AI systems around four design patterns - reflection, tool use, planning and multi-agent workflows - in plain Python, vendor-neutral. Taught by Andrew Ng across 31 lessons, ending in a complete research agent.
Building controllable, stateful agents as graphs - persistence, human-in-the-loop and agentic search - with Harrison Chase (LangChain) and Rotem Weiss (Tavily).
The core ML workflow across seven hands-on lessons: data exploration, building a first model, validation, under- and overfitting, and random forests.
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