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I'm an AI Engineer and Researcher passionate about understanding, building, and advancing intelligent systems. My work spans Large Language Models (LLMs), reinforcement learning, deep learning, computer vision, and AI engineering. I enjoy exploring how models learn, designing experiments, investigating research questions, and translating ideas from papers into practical implementations. Here, I share research insights, technical deep dives, experiments, implementation guides, and lessons learned while building AI systems. * My goal: Bridge the gap between AI research and real-world engineering through rigorous experimentation, reproducible work, and open knowledge sharing.