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Prompt Engineering Guide creator

Elvis Saravia

Founder — DAIR.AI

Profile

Elvis Saravia is the person behind the Prompt Engineering Guide — the open-source resource at github.com/dair-ai/Prompt-Engineering-Guide that has served as the de facto reference for developers learning how to talk to LLMs. It started in December 2022, right after ChatGPT landed, when almost nobody had a coherent name for what they were doing with these models. Elvis did, and he wrote it down. The repo has tens of thousands of stars and gets cited constantly in courses, internal docs, and onboarding guides across the industry.

He has a PhD in computer science with a focus on NLP and language models, and before going independent he was at Meta AI as a technical product marketing manager supporting teams like FAIR, PyTorch, and Papers with Code. He’s a co-creator of Galactica, Meta’s science-focused LLM. Earlier, he was an education architect at Elastic building technical curriculum — which explains a lot about why his materials are so cleanly structured.

Today he runs DAIR.AI as co-founder and lead researcher, where he splits time between original research on LLM evaluation and agents, and teaching. His Maven cohort courses (Advanced Prompt Engineering for LLMs, LLMs for Everyone) run regularly and sell out. His Substack and X account (@omarsar0) are also where a lot of developers first hear about new papers — he has a knack for surfacing the useful ones without the hype spiral.

What matters for someone building with AI: Elvis’s work is the cleanest on-ramp that exists for getting from “I’ve used ChatGPT” to “I can engineer a reliable prompt pipeline.” The guide doesn’t push a product or a framework. It catalogs techniques — few-shot, chain-of-thought, ReAct, self-consistency, tree-of-thoughts — with working examples and citations to the original papers. If you want to understand what Jason Wei meant by CoT or why ReAct became the default agent pattern, this is where you read it.

Key Articles & Papers

Prompt Engineering Guide 2022 — The canonical open-source guide. Covers every major prompting technique with working examples. Prompt Engineering Guide (GitHub) 2022 — The repo behind the guide — papers, notebooks, lessons, and references. Tens of thousands of stars. Elvis's Substack 2023 — Weekly breakdowns of new LLM papers and prompting research. One of the better signal-to-noise feeds in the space. DAIR.AI ML Papers of the Week 2022 — A curated weekly digest of the most important ML papers. Started by Elvis, still one of the best ways to track the field. Galactica: A Large Language Model for Science 2022 — Meta's science-focused LLM. Elvis was a co-creator. Famously pulled after three days due to hallucinated citations — a useful early lesson in LLM grounding.
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