Selected Projects

I enjoy making things. Here are a selection of projects that I have worked on over the years.

Industrial IoT: Predictive Maintenance & Financial Lakehouse featured image

Industrial IoT: Predictive Maintenance & Financial Lakehouse

A full-stack Medallion architecture pipeline with a ReAct AI Agent, translating raw IoT telemetry into real-time financial risk insights.

Explainable AI for End-of-Line Inspection featured image

Explainable AI for End-of-Line Inspection

Industrial defect detection using YOLOv8 and XAI (LRP, Grad-CAM, LIME) to ensure transparency in manufacturing.

Enhancing Cybersecurity Intelligence: A RAG Framework for Fine-Tuned LLMs featured image

Enhancing Cybersecurity Intelligence: A RAG Framework for Fine-Tuned LLMs

Master's Thesis: Developing a synergetic RAG and Fine-Tuning framework to eliminate hallucinations in CVE vulnerability analysis.