Sumayya Asraf

I specialize in teaching a wide range of subjects, including SAS Base, SAS Advanced, SAS On Demand, Microsoft Excel Training, Data Analytics, Clinical Data Management, Clinical Research, and Data Science. With over 15 years of professional and teaching experience in these domains, I aim to bridge the gap between theory and real-world application by offering in-depth knowledge and hands-on training to every learner.

I hold both a Bachelor of Science (B.Sc.) and a Master of Science (M.Sc.) degree. Alongside my academic background, I’ve completed multiple SAS certification courses that align closely with the subjects I teach. These certifications have helped me stay up to date with current industry practices and sharpen my expertise, especially in the field of data analytics and clinical research.

My teaching experience spans several key areas of data management and statistical programming. I train students on practical skills such as merging datasets, handling missing values, reading raw data files, and structuring data efficiently. I also guide learners in identifying and correcting programming errors, and performing advanced operations such as appending, concatenating, and interleaving SAS datasets — all essential skills for aspiring data professionals.

I am proficient in SAS/Base, SAS/Macro, SAS/SQL, and SAS/ODS procedures. My sessions also include practical training in using LIBNAME, PROC IMPORT, and PROC EXPORT for data exchange between SAS and external sources like Excel and Access. This enables students to confidently work across platforms and manage data more effectively in real-time scenarios.

One of the highlights of my teaching is the in-depth training I provide on SAS Macros — from creating macro variables to developing reusable macro programs. I help students understand how to leverage SAS Macros for automating repetitive tasks, enhancing code maintainability, and ensuring consistency in analysis outcomes. These concepts are crucial for students aiming to work in clinical data analytics or enterprise-level reporting.

My teaching approach is structured, practical, and highly interactive. I follow a well-defined lesson plan designed to build both foundational and advanced-level understanding. Classes include detailed PPTs, real-time demonstrations, and explanatory videos to reinforce learning. Each session is tailored to the student’s level of expertise and learning goals, ensuring they gain not just theoretical understanding but also valuable hands-on experience.

I prefer conducting online classes, which allows me to reach learners across different locations while maintaining a high level of interaction. Whether you’re a student preparing for certification, a working professional seeking upskilling, or someone transitioning into the field of data science, I offer personalized guidance and training to help you succeed in your journey.