my journey began with an early passion for in math and logic before falling in love with computer science. Now, as a data engineer, my focus is on moving data reliably from the moment it is generated to the point of analysis. During my internships with the Digital Egypt Pioneers Initiative (DEPI), ITI, and NTI, i learned exactly how much damage flawed data can do to a company's decision-making process. Because of this, I design data pipelines with a focus on resilience and error prevention. I prioritize critical thinking in my engineering process to guarantee that when leadership looks at their data, they are looking at facts they can trust.