Youssef Soultan

Cairo University

Egypt

Hi, I'm Youssef Soultan!

Data Science Intern at 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.

Socials

Experience

Education

Certificates & Badges

No certificates or badges added

Projects

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

Languages

Arabic

Native

English

Intermediate

Skills

Data Analysis

Python

Data Science

Statistical Analysis

Data Structures

Statistical Concepts

Algorithm

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