Alec Flowers

Alec Flowers is a deep learning algorithms manager at NVIDIA, where he focuses on accelerating LLM inference at datacenter scale. He holds a M.S. in Data Science from École Polytechnique Fédérale de Lausanne (EPFL). His expertise lies at the intersection of deep learning, optimization, and high-performance computing.
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Posts by Alec Flowers

Agentic AI / Generative AI

DynoSim: Simulating the Pareto Frontier

Modern LLM serving is hard to tune because each deployment is a stack of interacting choices: model backend, tensor-parallel shape, prefill/decode split, worker... 12 MIN READ
Agentic AI / Generative AI

Streaming Tokens and Tools: Multi-Turn Agentic Harness Support in NVIDIA Dynamo 

An agentic exchange must preserve a structured interaction: assistant turns interleave reasoning with one or more tool calls, and subsequent user turns return... 17 MIN READ