Manar Ayed

During my final-year internship as a Data Scientist, I worked on analyzing and validating large-scale solar energy datasets. I developed and implemented automated quality control tests to detect anomalies and ensure data integrity. I also created analytical reports to support internal decision-making and explored the use of machine learning models to optimize data validation processes. This experience allowed me to strengthen my skills in Python, Pandas, Scikit-learn, and to apply data science in a real-world renewable energy context.