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Brilliant ideas are cheap. Production systems are hard. Here’s why so many projects begin with energy and end in folders collecting digital dust.
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Exploring the intersection of networking, security, and systems engineering to build reliable and scalable digital infrastructure.
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Working with image datasets taught me that AI models are only as good as the data you feed them. Here’s how messy folders almost broke my project—and how I fixed it.- Published on
From configuring MikroTik routers to building full-stack POS systems, this is a reflection on how networking and software became the pillars of my technical identity.