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Roman Kastusik

Data Scientist | The Data Analysis Bureau London, United Kingdom

Biography

I hold Master of Aeronautical Engineering (MEng) degree form Imperial College London. Now working as a Data Scientist at The Data Analysis Bureau. My goal is to leverage IoT and reinforcement learning to outperform existing autopilot technology.

Sessions

18:15h
Congress Artificial Intelligence & Cognitive Systems Forum

AI-19 – Machine Learning at the Extreme: Teaching AI to Sail

Jack Trigger Trigger Racing Director and Skipper
Eric Topham T-DAB CEO and Data Science Director
Pedro Baiz WisConT Co-founder and CTO
Roman Kastusik The Data Analysis Bureau Data Scientist
Stanislas Hannebelle Department of Computing, Imperial College London MSc Student
30-10-2019 18:15 30-10-2019 19:00 Europe/Madrid AI-19 – Machine Learning at the Extreme: Teaching AI to Sail

Adoption of AI in IoT applications currently presents multiple challenges. Everything should start by identifying the most important problems and opportunities for end users. In high-performance sailing, a clear opportunity was identified: improving the autopilot. This talk explores the technical efforts and achievements using recurrent neural networks, deep reinforcement learning, and optimisation techniques, combined with domain knowledge to produce an autopilot that can operate either as a digital twin of the sailor, or develop its own style and strategy. Discover how solution co-creation between end user, subject matter experts, data scientist, academics, among others, takes place using an agile approach. You will see how implementation of solution, which spanned culture and process changes (not just technology) was undertaken (digital transformation program).

Room AI & Cognitive System Forum
18:15h - 19:00h Room AI & Cognitive System Forum
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