Synaptic Radio

Principal ML engineer focused on foundation models, agentic systems and scientific AI. I write about the math, systems and engineering judgement behind reliable ML workflows.

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Distributed Training GPU Systems and Performance Engineering Inference and Serving Tensor Parallelism Deep-Learning Mechanisms Research Methodology Software Architecture Transformer Architecture

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Megatron-LM PyTorch Tensor Parallelism Actors Book-Review Circe Distributed Systems Distributed Training Greek-Mythology Grouped-Query Attention

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Placement Groups

Ray mental model: tasks, actors, objects, scheduling, placement

© 2026 Anshuman Sahoo