Youssef Soultan

Cairo University

Egipto

¡Hola, soy Youssef Soultan!

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.

Redes sociales

Experiencia

Educación

Certificaciones y Distintivos

No se agregó certificaciones o distintivos

Proyectos

Machine Learning Algorithms from Scratch

•https://github.com/YoussefS4/Machine-Learning-From-Scratch

Machine Learning

Python implementations of some of the fundamental Machine Learning models and algorithms from scratch.

Medical Appointment No Shows

•https://github.com/YoussefS4/Medical-Appointment-No-Shows

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-CNN

Deep 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

Brain Stroke Prediction

•https://github.com/YoussefS4/Brain-Stroke-Prediction

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

¿Listo para una experiencia personalizada? Utilizamos cookies y tecnologías similares para adaptar nuestro sitio especialmente para ti. Al hacer clic en 'Aceptar', nos das luz verde para utilizar cookies y tecnologías similares. 🍪