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 Evaluation and Experimentation Inference and Serving Post-Training and Alignment GPU Systems and Performance Engineering Software Architecture Tensor Parallelism Agents Deep-Learning Mechanisms Research Methodology

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Calibration Evaluation Llm Confidence Distributed Systems Megatron-LM PyTorch Tensor Parallelism Uncertainty Actors

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35 pages

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RL Systems

Scheduling

Tasks

Distributed Training

Grouped-Query Attention

Megatron-LM

PyTorch

SwiGLU

Tensor Parallelism

Transformers

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