About
I am a Lecturer in Artificial Intelligence and Machine Learning for Sustainable Construction at the Bartlett School of Sustainable Construction at University College London.
Research Interests
- Soundscape Engineering
- Machine Learning
- Data Science
- Environmental Acoustics
- Psychoacoustics
My research applies AI techniques to urban analytics, building on my background in urban soundscape modeling. This work aims to bridge the gap between theoretical AI knowledge and practical applications in sustainable urban development.
I lead the Business Statistics and Data Analytics module at UCL BSSC and supervise PhD and MSc research in AI applications for the built environment. This work stems from my belief that effective AI solutions in the built environment require both technical skills and domain expertise.
Current projects focus on developing predictive models for sustainable urban spaces. I’ve co-developed course modules on Machine Learning in Smart Buildings and contribute to international standards committees. Previously, I led research at the Alan Turing Institute, developing advanced neural networks for urban environment modeling.
My approach combines academic research with insights from my previous work in professional engineering consulting. I’ve published 26 papers in high-impact journals across acoustics, ML, and environmental research over the past 5 years. I’m interested in collaborations that advance the use of AI in sustainable construction and smart city technologies.