Conor Hayes in

Conor Hayes

Research Scientist at Cognizant AI Lab
📍 San Francisco Bay Area, United States

Conor Hayes is a Research Scientist at the Cognizant AI Lab with deep expertise in reinforcement learning and large language models. He earned his Ph. D. from the University of Galway, and his work often focuses on multi-objective decision making. He previously served as a Staff Research Scientist at Lawrence Livermore National Laboratory.

There is no publicly available information regarding Conors personal life or hobbies.

His research has explored novel methods like using evolution strategies for fine-tuning large language models, aiming to improve efficiency and reduce training costs compared to traditional approaches.

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Experience
6 Years
Current Role
Research Scientist
Location
San Francisco Bay Area, United States
Personality Overview
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Priorities

Topics Conor cares about

Multi-Objective RL
This is the primary focus of his PhD and numerous publications, signifying a core area of his professional expertise and research.
LLM Fine-Tuning
He co-authored recent, groundbreaking research on using Evolution Strategies to fine-tune LLMs, moving beyond standard reinforcement learning techniques.
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Career

Work history

6-2025
Research Scientist
Cognizant AI Lab
8-2024 - 6-2025
Staff Research Scientist
Lawrence Livermore National Laboratory
2-2023 - 8-2024
Postdoctoral Researcher
Lawrence Livermore National Laboratory
5-2015 - 8-2018
Software Engineer
TQS Integration Ltd.
4-2013 - 8-2013
Software Engineer Intern
TQS Integration Ltd.
In the press

Media appearances

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Education
2019 - 2023
Doctor of Philosophy - PhD
University of Galway
2018 - 2019
MSc in Computer Science
University of Galway
Social presence
in

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