Projects
Selected work across AI/ML, APIs, and product development.
Graph Neural Networks
Explainable GNNs for Anti-Money Laundering Detection
Graduate thesis developing transparent Graph Neural Networks for cryptocurrency AML detection using the Elliptic2 dataset. Implementing multi-method explainabil...
Graph Neural NetworksXAIFinancial CrimeDeep LearningResearch
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os-dev
Building an x86 OS from Scratch
A bare-metal x86 32-bit operating system built from the ground up in C++ and x86 assembly — no stdlib, no RTTI, no exceptions. Covers protected mode setup, inte...
os-devsystemsx86low-levelc++assembly
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System Architecture
AI Planning Intelligence Platform (Co-founder & CEO)
Designed and led the technical architecture for an AI-enhanced planning intelligence platform focused on the Irish planning system. Built a traceable, explainab...
System ArchitectureExplainable AIDomain-Driven DesignDecision SupportFounder-Led Engineering
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Python
LEO: AI-Powered Natural Language Shell Interface
*LEO** is a Python-based CLI that translates natural language into executable shell commands. A user describes an intent and the system generates, validates, an...
PythonLLM SystemsDeterministic ExecutionCLISecurity EngineeringAutomation
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