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Engineering leadership, Agile in practice, technology choices, and the occasional strong opinion.
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Leading in 4K: Why I Practice the Tech I Don't Touch at Work
Technical learning sticks when the subject matter has pull. Here's how I found a project that held my attention long enough to actually matter.
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Under the Hood: How Interview ShAIne Actually Works
The RAG pipeline, embedding choices, similarity thresholds, and the missed queries feedback loop behind the AI version of me.
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I Built an AI Version of Myself and It Didn't Know Me at All
Building a RAG-powered interview chatbot taught me that what the model doesn't know about you isn't a model problem. It's a you problem.
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