Youssef Soultan
Cairo University
Egipto
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Data Science Intern en The Sparks Foundation
A highly motivated computer science student from Cairo University with a strong passion in Data Science. Proficient in Python programming language. Strong problem-solver with a solid understanding of algorithms and data structures. Experienced in data analysis and machine learning, with a focus on developing predictive models. Holds a various certifications in Data Analysis, Machine Learning and Deep Learning. Strong team player with experience in mentoring and helping other students. Seeking to leverage my education and skills to make a positive impact in the tech industry and start my career in a challenging role.
Experiencia
Educación
Cairo University
Certificaciones y Distintivos
No se agregó certificaciones o distintivos
Proyectos
Machine Learning
Python implementations of some of the fundamental Machine Learning models and algorithms from scratch.
Data Analysis
• Asked multiple analysis questions to be answered through the analysis process
• Wrangled, understood and cleaned up the data
• Implemented visualization for the answers of the analysis questions
Sign Language Digits Recognition with TensorFlow
•https://github.com/YoussefS4/Sign-Language-Digits-ANN-and-CNNDeep Learning
• Developed and trained a deep learning models using ANN and CNN resulting in an accuracy of over 90%
• Implemented image pre-processing techniques such as resizing and normalization to improve the model’s efficiency
• Applied a data augmentation strategy to improve the robustness of the model, resulting in improved accuracy and reduced overfitting
Data Science
• Developed a machine learning models for predicting the risk of brain stroke using various medical factors
• Utilized various classification algorithms such as Logistic Regression, Decision Tree, and Random Forest
• Conducted data pre-processing and feature engineering, to enhance the performance of the model
Idiomas
Árabe
Nativo
Inglés
Intermedio
Habilidades
Data Analysis
Python
Data Science
Statistical Analysis
Data Structures
Statistical Concepts
Algorithm