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 to neural architecture evolution—tracing perceptrons, multi-layer perceptrons (MLPs), convolutional neural networks (CNNs), and recurrent neural networks (RNNs) before the transformer era.
Read Post →An architectural deep-dive into Google DeepMind's Gemini Robotics ER 2 announcement—exploring real-time video streaming, high-level reasoning vs low-level VLA execution, multi-robot team orchestration, and temporal moment-finding.
Read Post →A comprehensive developer guide to Low-Rank Adaptation (LoRA). Exploring why LoRA is used, matrix decomposition math, VRAM reductions during training, weight merging vs multi-adapter serving during inference, QLoRA, DoRA, and runnable Python simulations.
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