I am currently pursuing my PhD at the University of Stuttgart, where my research focuses on the numerical and data-driven analysis of artificial ground freezing in soils.
My work examines how freezing rate, freezing temperature, groundwater flow, and repeated freezing-thawing cycles affect the mechanical properties and volume change of soil during phase transition. To study these processes, I combine traditional modelling approaches with data science methods, including pattern recognition and statistical data analysis.
In addition, I am developing machine learning models to optimise the performance of ground freezing systems in tunnel construction, especially under the influence of groundwater flow. The research applies both supervised and unsupervised learning methods to support more efficient and reliable design decisions.
Last updated: Jan. 10, 2022, 10:41 p.m.
I graduated from Universität Stuttgart with a Master's degree in Water resources engineering and management with a special focus on Data analytics and predictive modelling in the field of Water Resources.
My Master's Thesis titled "Uncertainty Estimation of Precipitation Covariance Functions and its Effect on Discharge Simulation using Random Mixing" in which different covariance functions were used for the same dataset, and their performance compared.
Last updated: Dec. 15, 2021, 10:04 a.m.
I graduated from Heriot-Watt University with a Bachelor's of Engineering with Honours in Civil Engineering.
My dissertation titled "Planning and Designing Drinking Water Facilities for Refugee Camps" which is focused on the design of WASH (Water, Sanitation, and Hygiene) facilities during a humanitarian crisis.
Last updated: Sept. 21, 2021, 2:17 p.m.