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Summary

I am a fresh graduated from faculty of computer science and Artificial intelligent (FCAI), I am junior in Machine learning & Ai, and have a multiple experiences in web-development (front-end), I have worked in a several projects in my studies, and I am continue in this two amazing fields.

Education

Faculty of Computers and Artificial Intelligence, Cairo university

Bioinformatics Department

2019 - 2023

  • GPA: Very Good (3.00)
  • Graduation Project: A+ (Excellent)

Skills

  • Programming Languages:

    Python

    C++

    C#

    R (Language)

    HTML

    CSS

    JavaScript

    PHP

  • Solid Skills

    Mathematics

    Statistics & Probability

    Machine-Learning

    Deep-Learning

    Algorithm

    Object-Oriented-Programming(OOP With C++)

    Data Structures

    Docking(Bioinformatics)

    Basics of Bioinformatics

    Pandas

  • Other Skills

    Microsoft Excel

    Microsoft word

    Problem Solving

  • Soft Skills

    Selling in Prescription eyeglasses store

    Teamwork

    Time Mangment

    Multitasking

    Work Under Pressure

Courses and Certificates

C++ Course

(Solo-Learn)

Front-End(HTML, CSS& JavaScript)

(Udicity)

Supervised Machine Learning: Regression and Classification

(Coursera)

Programming for Everybody (Getting Started with Python)

(Coursera)

Languages

Language

Arabic: 

Mother Tongue

Language

English: 

Professional

Work Experience

National Research Center, Cairo, Egypt

Bioinformatics & Machine learning trainee

July 2022 - August 2023

  • Learned and used multiple bioinformatics tools and biological databases.
  • Learned Machine Learning and Deep Learning algorithms with DNA & Protein.
  • Learning Recurrent Neural Network(RNN),and create model on it.

Projects

Early detection of colon cancer

graduation project (A+)

  • Develop an early detection system for colon cancer using classification and segmentation techniques, specifically semantic segmentation to identify and analyze suspicious regions of the colon which will help in solving the high incidence and mortality rates of colon cancer, which is one of the most common types of cancer worldwide.

Build a biological webserver

  • Collect and design databases; which are extracted from biological DBs such as NCBI
  • PHP webpages : Contains forms that are designed by HTML, CSS, JS (use input controls as much as you can) & Implements at least 4 biological functions such as Complement, protein translation, GC content, etc.
  • Database manipulation (functions in PHP) : insert ,select ,delete ,update

Biological Command Line Interpreter

You shall use a Biological Command Line Interpreter Simulator in python. It will be similar to the cmd in windows but will take commands that apply some biological operations on biological data like.

  • GC Seq :This command takes a seq as a string and returns the GC percentage of it.
  • Transcribe Seq :This command takes a seq as a string and returns its transcription.
  • Filter-nbases :This command takes a seq and returns the Sea after removing n bases.
  • Reverse-Complement :This command takes a seq as a string and returns its reverse complement.

Build K-Nearest Neighbors (KNN) and Decision Tree machine learning algorithms used for classification and regression From scratch.

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