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DMITRY SITYAEV & MICHAEL COLLIER
From Algorithms to Autonomy: A Journey Through the History of Machine Learning to Generative & Agentic AI
Dmitry Sityaev is Director of AI at ConnexAI and Michael Collier is Head of Development at ConnexAI
This session provides educators with an overview of the history and evolution of Machine Learning (ML), from its early foundations to the rise of Generative AI and Agentic AI. It explores key developments in ML, including deep learning, neural networks, and reinforcement learning, culminating in the powerful, autonomous systems we see today. Educators will gain insights into how these AI technologies are transforming industries and have the potential to reshape education. The session also highlights ethical considerations and discusses the implications of AI for teaching, learning, and student engagement in the future.
Session Outcomes:
Understand the History of AI and ML
Differentiate between Key AI Models (traditional models, generative AI models, etc.)
Understand the shift in paradigm introduced by Agentic AI
See practical application and use cases for Agentic AI in different industries
Get appreciation of implementing AI at scale
Biography:
Dmitry Sityaev is Director of AI at ConnexAI, where he leads the development of the company's agentic AI and voice automation technologies. With over 15 years of experience building and leading world-class data science teams in commercial tech environments, Dmitry has overseen the creation of numerous AI-powered solutions and continues to contribute to the field through publications and presentations at scientific conferences and industry events. He holds an MPhil in Linguistics from the University of Oxford and an MSc in Data Science from the University of London.
Michael Collier is Head of Development at ConnexAI, responsible for delivering the technical infrastructure behind the company's conversational AI platform. With over 10 years of experience building and managing high-performing development teams across startups and large-scale tech enterprises, Michael brings a proven ability to translate complex technical challenges into commercially successful products. He holds an LLB (Hons) from Newcastle University.
About ConnexAI
ConnexAI is an award-winning leader in agentic AI technology, delivering intelligent conversational AI and business automation solutions that transform customer engagement across healthcare, finance, government, utilities, and legal services. The company's advanced AI Agent technology enables organisations to automate complex interactions at scale while maintaining natural, human-like conversations that drive measurable results. With a proven track record of delivering measurable improvements in customer satisfaction, operational efficiency, and profitability for enterprise clients worldwide, ConnexAI continues to lead the way in AI-powered customer experience.