Projects

Brain-tumor prediction project

test4

The main purpose of this project is to build a robust CNN model that can. classify if the subject has a tumor or not based on Brain MRI scan images. with an acceptable accuracy for medical grade application.

Convolutional Neural Network CNN

training a simple Convolutional Neural Network (CNN) to classify CIFAR images.creating and training our model will take just a few lines of code.

Tensorflow 2.0 Project

There are multiple changes in TensorFlow 2.0 to make TensorFlow users more productive. TensorFlow 2.0 removes redundant APIs, makes APIs more consistent (Unified RNNs, Unified Optimizers), and betterintegrates with the Python runtime with Eager execution. While the output layer values add 1 to one, these do notreflect well-calibrated measures of ”uncertainty”. Often, the network is overly confident about the top choice that does notreflect a learned measure of probability.

Chatbots by Watson

Chatbots is a software application used to conduct an on-line chat conversation via text ortext-to-speech, in lieu of providing direct contact with a live human agent. Watson is a question-answering computer system capable of answering questions posed in natural language.

TECHNICAL SKILLS

Data Science

Python, Machine learning, scikit-learn,tensorflow, Convolutional neural network,NumPy ,Pandas, IBM SPSS, Matplotlib,Keras, Computer Vision.

Big Data

Spark,Hadoop,SQL,Spreadsheet(Excel).

Data structures algorithms, and OOP.

Git, GitHub, and Bitbucket.

Programming

Android, Flask, Java, JavaScript, HTML/CSS, and C++

PROFESSIONAL EXPERIENCE

Business intelligence Analyst Trainee at IBM Egypt

Key responsibilities included:

Program Manager Intern at Facebook Developer Circles and Knowledge Officer.

My responsibilities included the initialresearch, planning, and management of the project; designing the features, creating wireframes, and writing out our specs.

Predictive Analytics Trainee at IBM Egypt

Key responsibilities included:

EDUCATION

COMPUTER SCIENCE AT MODERN ACADEMY 2016–2020 | Cairo, Egypt

ONLINE COURSES

Languages:

COMPETITIVE PROGRAMMING

Awards:

BeChangeMaker 2020 Africa challenge:

In May 2020, HP Company and World Skill selected our team as one of the best 30 teams in the Africa.

BeChangeMaker 2020 global challenge:

In May 2020, HP Company and World Skill selected our team as one of the best 30 teams in the world.

Modifier IEEE student innovation challenge:

In March 2020, our team won third place at Modifier 4.0 Hackathon, where we presented a device intended to help the deaf.

SnackDown 2017:

Ranked 2,591st out of 100,000 in a problem-solving challenge.

IBM – technology challenges: Won more than 60 badges from IBM.

Student activities:

Interested In

Computer vision, Deep learning, Machine Learning, Artificial Intelligence , Operating systems, large scale projects, Programming competition, Android, Augmented reality , Virtual reality.