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The Bartlett Centre for Advanced Spatial Analysis

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Miss Kira Kempinska

Miss Kira Kempinska

Lecturer in GeoSpatial Artifical Intelligence and Machine Learning

Centre for Advanced Spatial Analysis

Faculty of the Built Environment

Joined UCL
1st Jun 2018

Research summary

Kira's research aims to deepen our understanding of urban dynamics by developing cutting-edge machine learning approaches for urban sensor data. Her work is focused along three key research vectors: sensor data mining – designing algorithms that learn about city dynamics from heterogenous sensor data streams; cognitive computing on the edge – developing machine learning methods that can model sensor data directly on the tiny sensor devices; data-driven urban modelling - applying machine learning algorithms such as reinforcement learning to model multi-agent urban systems. 

Teaching summary

Kira is a course convenor on Introduction to Programming (CASA0013 - Masters Level).

Education

University College London
PhD, Machine Learning | 2019
University College London
MRes, Crime Science | 2014
University of Bristol
MEng, Engineering/Mathematics | 2013

Biography

Kira is a lecturer in geospatial artificial intelligence and machine learning at UCL's Centre for Advanced Spatial Analysis (CASA) and a senior machine learning researcher at Alphamoon. She comes with a PhD in machine learning for modelling urban dynamics from UCL and hands-on machine learning experience from BAE Systems, Microsoft Research and her own start-up. Kira co-founded Polonium Foundation and is a keen explorer of how AI research could benefit policy making and industry.  

Publications