A Software Engineer with a passion for turning complex data into robust, production-ready applications.
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🔭 I was the lead developer of Pulse, a now open-source (AGPL-3.0) infrastructure digital twin. I built the platform from a conceptual blueprint to its initial public release, writing the vast majority of the Swift codebase.
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🤖 My work on Pulse included building a custom RAG system using on-device LLMs (MLX) to transform siloed infrastructure data into actionable intelligence, all while ensuring complete data sovereignty.
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🌱 I'm currently deepening my expertise in data analysis and visualisation. My first project in this space is an analysis of Melbourne's public transport network, which you can find here: Melbourne Public Transport Analysis.
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🍎 During my work on Pulse, I received direct technical feedback from Apple's SwiftUI and MLX engineering teams on the implementation's complexity during WWDC 25 remote labs.
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📫 How to reach me: mattromanes@gmail.com
Languages:
Data Analysis & Visualisation:
Frameworks & Backend:
AI/ML & Databases:
DevOps & Tools:
