I am currently working on PhD dissertation in which I am studying the relationship between different parameters (such as rate of freezing, freezing temperature, number of freezing cycles...etc) affecting the mechanical properties of soil undergoing phase change.
This is done by using a Data Science approach coupled with traditional modelling, the data is then analysed using pattern recognition algorithms and various methods of data analysis.
I am also building a machine learning model to optimize the performance of ground freezing methods in tunnels that are influenced by groundwater flow, using both supervised and unsupervised machine learning models.
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.