AI LEADER • VISUAL DESIGN ENTHUSIAST
A software engineer with a balanced left and right brain, specializing in pipeline development, DevOps, graphics tools, and site reliability.
A story-first guide explaining why neural networks require non-linear activation functions, how space warping works, and which activation function suits each scenario.
Read Post →A story-first guide to the Transformer revolution—explaining how Self-Attention, Query-Key-Value matrices, and global GPU parallelization replaced sequential RNN loops.
Read Post →A story-first guide explaining how Long Short-Term Memory (LSTM) networks conquered RNN amnesia using cell states, memory conveyor belts, and gated doors.
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