Photo of Dr. Phil Winder

Dr. Phil Winder

Dr. Phil Winder is a multidisciplinary engineer and data scientist. As the CEO of Winder.AI, an AI consultancy, he provides AI, ML, Data Science, and MLOps development and consulting services to businesses of all sizes. Previous clients include the likes of Google, Microsoft, Shell, Nestle, the UK Government and many more. More information is available on the website: https://Winder.AI.

Phil is also the author of the book “Reinforcement Learning: Industrial Applications of Intelligent Agents” published by O’Reilly (https://rl-book.com) and was an early champion of MLOps. Over the past decade, he has also trained thousands of data scientists and is a celebrated global speaker on AI topics.

Phil holds a Ph.D. and M.Eng. in electronic engineering from the University of Hull and lives in Yorkshire, U.K., with his brewing equipment and family.

More articles

How to Build an AI Agent in 2026: A Practical Guide

A practical 2026 guide to building AI agents that survive production. Opinionated framework comparison (Pydantic AI, LangGraph, build-your-own, Helix), two worked examples in code and in markdown, the harness, environment, store, and evaluation patterns.

Read more

RAG vs Fine-Tuning in 2026: A Decision Framework for LLM Teams

An opinionated 2026 decision framework for choosing between retrieval-augmented generation (RAG), fine-tuning, and hybrid approaches for LLM applications. Decision tree, comparison table, and named tooling.

Read more