"𝐔𝐧𝐥𝐨𝐜𝐤𝐢𝐧𝐠 𝐈𝐧𝐬𝐢𝐠𝐡𝐭𝐬 𝐓𝐡𝐫𝐨𝐮𝐠𝐡 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐜𝐞."One day, while I was interviewing for a job, the recruiter reached the most important question!We were happy with your interest in our job, but let's tell me thatWe have many people - who all have qualifications and skills. So, why we should choose you from everyone?My answer was three partsI have shown the most important skills I have, which at the same time have a strong connection to the job.I initiated some significant improvements and actions, that were a top priority for the job.I asked for testing the day after the specialist and skills test and asked for half an hour to do so.What happened after that??Signing the employment contract for the job.Who am I?I’m Mariam Magdy graduated from the faculty of engineering( Mechatronics, Robotics, and Automation Engineering) in 2016 after that worked as an Experienced Technical Marketing Engineer with a demonstrated history of working in the mining & metals industry and mechanical engineering for now. within the past two years, I decided to shift my career to data science because the world heading toward artificial intelligence and continuous development in technology.so I took Embedded software course by engineer Mohamed Tarek. Ai and Data Science Diploma from EPSILONNow Proactive, Flexible, Committed, and Highly skilled junior data scientist with strong proficiency in programming languages such as Python, C. Having proven experience in data analysis and manipulation tools such as pandas, NumPy, matplotliband, and SQL from working on more the 20 projects in the training of epsilon with exceptional interpersonal skills such as excellent communication abilities, organization skills, result-oriented, problem-solving, and time management which helped me complete tasks and projects within time. seeking new opportunities to work on challenging projects, gain valuable industry experience, and develop your skills in a supportive and dynamic environment.Core competencies machine learning