Preparing for LLMOps at Enterprise Scale - ft. Andy McMahon
The explosion of interest in LLMs over the past year has meant that more organizations and teams are questioning what it will take to run solutions using these models in production. In this talk, Andy will bring some of his thoughts and ideas around what the new marriage between MLOps and LLMs (LLMOps) means and where the challenges lie for large organizations. He will also walk through examples of some technologies he is excited by. This talk is useful for data scientists, ML and MLOps engineers as well as business stakeholders who want to get an idea of where this new field is and where it is going.
Andrew McMahon (Head of MLOps at NatWest Group)
Andrew (Andy) McMahon is a machine learning engineer and data leader with a passion for delivering valuable solutions that are robust, reliable and scalable. As Head of MLOps at NatWest Group, he is responsible for driving operational best practice for AI and ML products and services across the bank and runs the internal MLOps Centre of Excellence. Andy has delivered high-value ML solutions across multiple industries and is a multi-award winning data practitioner and leader. He is also the author of the popular technical book, Machine Learning Engineering with Python, which is a practical guide to building real solutions using the latest ML engineering and MLOps best practices.
WORKSHOP INFO
One day full of LLMs!
Fri Mar 1st, 9am - 5pm ET(times are in ET)