Reem Elsousy

• Data mining, manipulation, and feature engineering.
• Provide statistical support to analyze a wide range of data in
order to provide information about the data and solutions for a
certain problem.
• Design, develop and implement machine learning algorithms and
models.
• Conduct experiments to evaluate model performance and identify
areas for improvement.
• Data visulazation and reflecting the relationship between the
different variables.

• Collect, process, and analyze large datasets.
• Plan and coordinate the initiation of the research study protocol
and the implementation of operating policies and procedures
• Plan, implement and maintain data collection and analysis
systems in support of research protocols and coordinate the
collection and analysis of research data.
• Create and adhere to a data quality and quality assurance plan.
• Demonstrate proficiency in performing research protocol-related
procedures as appropriate

• Data mining from the clinical database and preparing data cohort
for the target project.
• Data engineering to fit the requirement and to be an input for the
model using Python.
• Analyze/interpret the resulting metrics.
• Plotting the data in the different stages of the model.
• Writing the correspondence paper for publication.

• Designing and managing the project Database.
• Data mining and manipulation for statistics and abstracts.
• Preparing the annual budget.
• Preparing performance, progress, and annual reports.
• Collecting data and daily patient recruitment.
• Coordinate the data collection from different sources (Clinical,
Core Lab., follow-up, MRI, Echo, Blood Sample).
• Tracking the project workflow.

• Design and manage the procedure database for daily data.
• Preparing the daily patient list for procedures.
• Control and distribute the tasks between the administration
team.

• Introduce and explain the purpose of physics experiments and
elaborate on the steps of the test.
• Follow up and interpret the results with the students.