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Building a PDF-Powered Chatbot with Azure OpenAI and LangChain
Overview Have you ever wanted to ask questions about a document and get instant, intelligent answers — like chatting with the PDF itself? That’s exactly…
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Understanding the Difference Between Efficiency and Empathy in AI Hiring
The Two-Way Test: What Your AI Interview Bot Tells Top Talent About Your Company Culture We hear the terms constantly: “human-centered leadership,” “empathy-driven culture,” “inclusion…
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If AI Is the Brain, Hardware Accelerators Are the Muscle
Artificial Intelligence has come a long way—from rule-based systems to deep learning models that can write poetry, drive cars, and diagnose diseases. But behind every…
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When Your AI Goes Astray: The Sneaky World of Drift and the Strategic Minds of Game Theory
We’ve all had that moment when a once-reliable system starts to feel… off. Maybe your phone’s autocorrect goes rogue, or your favorite music app starts…
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Highly Scalable Classifiers: Powering Intelligent Systems at Scale
In today’s data-driven world, building intelligent systems that scale seamlessly across millions of inputs, labels, and users is no longer a luxury — it’s a…
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The Compound Effect of Learning
In the fast-paced world of technology, staying relevant isn’t just about what you know today—it’s about your commitment to continuous learning. While many professionals attempt…
Blog
A collection of thoughts, experiments, and occasional rants. I write about tech – sometimes deep dives, sometimes half-baked ideas – and sprinkle in reflections on life, work, and the curious patterns that connect them. Expect a mix of machine learning, digital philosophy, and the kind of randomness that only makes sense in hindsight. No promises, just perspectives.
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