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The semiconductor industry remains a cornerstone of modern technology, enabling advancements across computing, communication, healthcare, automotive systems, and consumer electronics. At the core of this industry lies VLSI (Very Large Scale Integration), a field that combines digital design, electronics, and system-level thinking to create complex