Samuel Jenkins
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Bristol, UK

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Thoughts on ML Ops, ML Engineering, and Software Development

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From MapReduce to Real-Time ML: The Streaming Revolution in Feature Platforms

March 11, 2026

How the evolution from batch to streaming systems reshaped ML feature platforms, and why streaming-first is the future. Part 1 of a series on building Thyme.

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Fun Apps with FastHTML - Part 1

September 23, 2024

Building fun web applications with FastHTML

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LLM Inference Optimisation - Continuous Batching and vLLM

August 26, 2024

LLM Inference Optimisation - Continuous Batching and vLLM

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Flyte's FlytePropeller and Go Worker Pools

July 13, 2024

A dive into the FlytePropeller architecture and Go Worker Pools

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Meta LLM Compiler - Foundation models of compiler optimisation

July 4, 2024

Some PoC code for using Meta's LLM compiler optimisation models

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Ask the expert - MLOps

June 25, 2024

Adlib's blog post on technical specialties.

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MLOps at Ultraleap

June 20, 2024

How we built our new MLOps platform at Ultraleap

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