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Ali Yasir Al-Attraqchi, PhD, is a seasoned data scientist currently serving as a Senior Data Scientist at Liquidity Group since February 2022. With prior experience as a Data Scientist at Defence Science and Technology, Ali conducted research on machine learning applications for intelligent diagnostic tools related to ship sensors and machinery fault detection. Ali also completed a PhD in Structural Engineering at Swinburne University of Technology, where contributions included journal publications and complex computer simulations for structural analysis. Additional roles included teaching fellowships and projects in data science, along with previous positions in student assistance and internships within the construction industry. Educational qualifications encompass a Bachelor's degree in Civil Engineering from the American University of Sharjah and a Master's degree in Structural Engineering from UNSW.