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$30 USD / hour
Flag of EGFlag of EG
alexandria,
egypt
$30 USD / hour
It's currently 2:25 AM here
Joined March 18, 2020
0 Recommendations

Amr A.

@amrmooohamed

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$30 USD / hour
Flag of EGFlag of EG
alexandria,
egypt
$30 USD / hour
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Machine & Deep learning Engineer

- an enthusiastic communication and information Engineer, who have an experience in programming Field including problem solving, Algorithms, Data structures and Software Engineering. - some of the a academic studies (at University) including: Machine learning, Deep Learning, Computer Vision, Natural Language Processing, linear and non-linear programming(optimization algorithms), Multi-variable Calculus, Probability and Stochastic Processes, and Linear Algebra. - knowing the theoretical mathematical background, along with implementing most of the algorithms, gave me the ability to debug code efficiently as an experienced programmer. - I have been using python and Matlab in most of my projects for more than 4 years now, also familiar with C and C++. I am familiar with many technologies and libraries including: Tensorflow, Keras, Pytorch, Matpolit, Pandas, Sci-kit learning, Numpy, Hadoop, Spark, Flume, Glovo, Word2Vec, spaCy, Beautiful soup, etc .... - an extensive TensorFlow developer who have used this technology in many projects including FNN, CNN, RNN, LSTM, GANs, autoencoders, etc.
Freelancer
Python Developers
Egypt

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Portfolio Items

A Reinforcement learning Model works on selected stocks from the sp 500 index , along with some Technical Indicators and designed features. when back-testing, The model Outperformed the market with 100 % annual return and 3.4 Sharpe ratio.
Code Available at: https://github.com/amrmoohamed/RLinTrading
Reinforcment learning in Trading
A computer vision system to play the chrome’s Dino game with facial expressions. computer vision techniques such as face recognition and facial landmarks detection were used to play the chrome’s Dino game with our facial expressions instead of the keyboard.
Code Available at: https://github.com/amrmoohamed/Dino-play
Playing Dino's game With Facial Expressions
The author always had a big interest in watching movies. As most people did, the author also experienced good and bad movies. But what determines if a movie is considered as good or bad? There could be several factors influencig the quality of a movie, as for example the budget, genre, etc. This little project can help the author to improve his data analytics skills and explore some of the success criteria for movies.
Code Available at: https://github.com/amrmoohamed/DataAnalysis/blob/main/Investigate_a_Dataset.ipynb
TMDb movie data set Investegation
using Python visualization libraries to systematically explore the dateset, starting from plots of single variables and building up to plots of multiple variables. In the second part, producing a short presentation that illustrates interesting properties, trends, and relationships discovered in dateset.
Code Available at: https://github.com/amrmoohamed/DataAnalysis/blob/main/exploration_template.ipynb
Ford GoBike System Data Exploration
experimenting some Data Analysis using Apache spark on mortgages data to determine factors affect the process of loan acceptance. also, use spark ML to predict the approval or denial of Loans, then recommend changes to the applicant to increase his chance of acceptance.
Code Available at: https://github.com/amrmoohamed/Big_Data/tree/main/mortgages_analysis
Mortgages Analysis in the US market
Dealing with Large RNA-Protein 2D sequences that contain Inter-residual Distances, Feature Engineering data to extract pairs and Train them on NN to predict distances and places of contacts in new sequences.
Code Available at: https://github.com/amrmoohamed/RNA_Protein
RNA-Protein Inter-residual Distance Prediction

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Education

BCs in communication and information Engineering

Zewail City of Science and Technology, Egypt 2015 - 2020
(5 years)

Qualifications

Python 3 programming

Coursera
2020
https://www.coursera.org/account/accomplishments/specialization/NRQHPVVMCDTR

Deep Learning

Coursera
2020
https://www.coursera.org/account/accomplishments/specialization/certificate/JXKQSFWZPEDR

Natural Language Processing

Coursera
2020
https://www.coursera.org/account/accomplishments/specialization/certificate/K63ZGSQX65EK

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Top Skills

Python
Algorithm
Web Scraping
Metatrader
Finance

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