I'm Naveen, a technology leader with over a decade of experience building and scaling software systems across enterprise environments. My work increasingly focuses on intelligent systems, exploring how AI, automation, and emerging architectures can evolve from ideas into reliable, real-world solutions.
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View allLessons · Apr 16, 2026I Spent Months Improving OCR Accuracy. The Real Breaks Were Somewhere Else.After building DocPipeline, here are three principles that reshaped how I think about document AI. Schema validation, queue design, and human-in-the-loop are where production systems actually break — not the model.Architecture · Mar 10, 2026Designing Reliable AI Pipelines: What Production Taught UsAI demos are easy. Production AI systems fail silently. Here's what building real document processing pipelines taught us about reliability, validation, and systems design.
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