Projects
Brain-tumor prediction project
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:
- Cognos Analytics.
- Big Data.
- Watson Studio.
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:
- IBM SPSS.
- Data mining.
- Watson Studio.
EDUCATION
COMPUTER SCIENCE AT MODERN ACADEMY 2016–2020 | Cairo, Egypt
ONLINE COURSES
- Data Science 9-course specialization by IBM.
- IBM Applied AI, a 6-course specialization by IBM.
- Deep Learning, a 5-course specialization by Professor Andrew Ng.
- AI Foundations for Everyone, a 3-course specialization by IBM.
- Machine Learning Scientist with Python by Data Camp (Career Track 23 Courses).
- Python Programmer by Data Camp (Career Track 13 Courses).
- Android Developer Nanodegree by Udacity.
Languages:
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Arabic: native.
-
English: proficient (written and spoken).
COMPETITIVE PROGRAMMING
- URI – 112 problems Solved
- Hacker Earth – 72 problems Solved
- Hacker Rank – 4 Badges
- SnackDown 2017
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:
- Leader of student activity (Code Master).
- Member of AIESEC team (PM).
- Member of MSP (Microsoft Student Partners).
Interested In
Computer vision, Deep learning, Machine Learning, Artificial Intelligence , Operating systems, large scale projects, Programming competition, Android, Augmented reality , Virtual reality.