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girgismicheal/README.md

Hi 👋, I'm Girgis Micheal

AI Engineer @ Neuland.ai | Ex-MLOps Engineer @ Vodafone | EX-Data scientist (R&D) @ Dell Technologies | AI Master's Graduate at the University of Ottawa, Canada | Active Freelancer

Connect with me:

https://www.linkedin.com/in/girgis-micheal-0b7699167/ https://www.kaggle.com/girgismicheal https://www.hackerrank.com/girgismicheal00 https://codeforces.com/profile/grpom https://leetcode.com/girgis_micheal_168/

Languages and Tools:

aws c cplusplus docker elasticsearch git hadoop kafka kubernetes linux matlab mongodb mysql pandas python pytorch qt scala scikit_learn seaborn tensorflow

Projects

Data Science:

Machine Learning (ML):

Natural Language Processing (NLP):

Computer Vision (CV):

GANs:

Reinforcement Learning (RL):

Graduation Projects

Additional Activities

Practice:

  • Problem Solving (LeetCode - CodeForces)

Competition:

Tutorials

Notes

  • DevOps and Deployment for Data Scientist
    • Docker & Kubernetes
    • Git and GitHub
    • Linux
    • Flask and RESTful API
    • Streamlit
    • AWS Use Cases
  • Advanced Computer Vision
  • Advanced NLP
  • Time Series
  • MLOPs
  • Reinforcement Learning
  • Self-driving Cars
  • Advanced Data Structures and Algorithms

Desktop Application

Technical Certificates:

Online Courses:

Completed Repos:

  • DeepFake Detection

  • Customer Churn using R Language

  • Market Basket Analysis (MBA)

  • Build RDBMS using SQL Server

  • Build Data Warehousing using SQL Server and R Language

  • Network Intrusion Detection using Deep Learning

  • Feature Selection Using Clustering Methods Vs Filter-Wrapper Methods

  • Build One-vs-Rest and One-vs-One strategies Based-On the Most Important Features

  • Arabic Text Summarization After Doing a Literature Review

  • Arabic Twitter Sentiment Analysis Classification

  • Book Classification (Classification-Is-All-You-Need)

  • Book Clustering (Clustering-Is-All-You-Need)

  • iCare ChatBot

  • Autocorrect-Methodologies-Evaluation

  • Atari Games using Q-Learning

  • Dell Hacktrick Multi Agent Game Competition

  • Fake Task Filtering Security Layer using CGAN (Conditional GAN)

  • LeetCode Problems

  • Image Matting Papers Evaluation

  • Advanced Data Analysis

  • Data Analysis Professional

  • Virtual Fitting Room

  • Brain-Controlled Electric Smart Wheelchair with Self-Driving Capabilities

  • Plant's Leaf counting using VGG16

  • Bird's type classification with ResNet101

  • Artifacts Classification inside Historical Museums

  • Fully Functional DeepLearning Library

  • Mancala game using minimax alpha-beta algorithm

  • Desktop Application

    • Memory-Management-Application-Using-QT-framework
    • Process-Scheduling-Application-Using-QT-framework

  • Courses:

    • AWS
      • Machine Learning
        • Use Case 1
        • Use Case 2
        • Use Case 3
      • Data Analytics
        • Data Integration using ML
        • AI-Driven Social Media Dashboard
    • FWD
      • Advanced Data Analysis Track
      • Professional Data Analysis Track
      • Week Proejects
    • Coursera
      • Generative Adversarial Networks (GANs) Specialization by Sharon Zhou
      • TensorFlow Developer Specialization by Laurence Moroney
      • Deep Learning Specialization by Andrew Ng
      • Machine Learning by Andrew Ng – Stanford University
      • Generative Deep Learning with TensorFlow
      • Advanced Computer Vision with TensorFlow
      • Custom and Distributed Training with TensorFlow
      • Custom Models, Layers, and Loss Functions with TensorFlow
      • Natural Language Processing with Attention Models
      • Natural Language Processing with Sequence Models
      • Natural Language Processing with Classification and Vector Spaces
    • MIT
      • Mathematics for Computer Science by Tom Leighton

Pinned Loading

  1. Arabic-Text-Summarization-using-Transformers-and-PyQt5 Arabic-Text-Summarization-using-Transformers-and-PyQt5 Public

    Jupyter Notebook 3

  2. Sentiment-Analysis-in-Arabic-tweet Sentiment-Analysis-in-Arabic-tweet Public

    Jupyter Notebook 3 1

  3. Network-Intrusion-Detection-using-DeepLearning Network-Intrusion-Detection-using-DeepLearning Public

    Jupyter Notebook 5 1

  4. Building-a-second-layer-of-secuirity-using-CGAN Building-a-second-layer-of-secuirity-using-CGAN Public

    Jupyter Notebook

  5. Book-Clustering-Clustering-Is-All-You-Need Book-Clustering-Clustering-Is-All-You-Need Public

    Jupyter Notebook 1 1

  6. PierreNabil/AinShamsFlow PierreNabil/AinShamsFlow Public

    4th CSE Neural Networks Project

    Python 7 3