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Avatar of Mohamed Abdalla.
Avatar of Mohamed Abdalla.
Mohamed Abdalla
Final product section head @Roca
QA/QC manager
More than one year
Mohamed Abdalla I'm an experienced engineer with over 12 years of working in the field of ceramic Sanitary ware manufacturing, take place of QA/QC, R&D, Tech. support and Product management. I got a Bachelor degree, in Ceramics (design and manufacturing) from the faculty of applied arts, Helwan University, Cairo, Egypt QA/QC manager C, EG [email protected] Skills ِAutocad YAT course zone in 2008 Microsoft Office Personal course in 2006 Power point Personal course in 2004 Experience DURAVIT (Julytill (julyQuality Control Engineer Responsible for: 1.
Word
PowerPoint
Excel
Full-time / Interested in working remotely
10-15 years
Faculty of Applied Arts
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Ceramics (Design and Manufacturing)

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Avatar of ahmed madgy.
ahmed madgy
Egypt
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Print

    Ahmed Magdy

   [email protected] • Medellin, Colombia  

Computer Science Engineer, love everything related to technology, interested in Machine learning/AI, also a bit of gamer.

Education

Helwan University, Bachelor of Engineering Sep 2018

Major: computer science

GPA: very good (the tenth)

Work Experience

Machine Learning Engineer at AI Fund, Colombia, Oct 2019 - present

  • Rustle.co
    • Developed a customer service AI platform for better customer support quality.
    • Developed an automated data pipeline for extracting/scraping data from CS websites using MongoDB and AWS with S3.
    • Deployed a Question-Answering NLP system over HTML text to answer CS questions given a company knowledge base using AWS and Fast-API.
    • Deployed a Search Engine system using Elasticsearch engine.
  • Factored.AI
    • Implemented a Zero-Shot classification system for various use cases using NLP SOTA, dockers and Fast-API.
    • Worked on creating a Curriculum Vitae(CV) parsing system where it can extract all the needed information from it using NER modules and other NLP algorithms.
    • Created an HR Matching tool , helps to match candidates with job descriptions and gives a score to each candidate with a proper explanation to each score.

AI Engineer at Integrated Development, Egypt, Nov 2018 - Apr 2019

  • Developed Arabic NLP modules like chatbots, intent detection and NER. 
  • Helped in developing an online travel agency platform using AI technology to facilitate and improve user experience, solving problems like record linkage database with ML.
  • R&D in stock market prediction with reinforcement learning and time series forecasting. 
  • Developed an automated testing system for stock market predictions using trading indicators and hypothesis testing.

Machine Learning Developer at Egyx.ai, Egypt, May 2017 - Aug 2018

  • Developed Arabic Chatbots for restaurants customer services.
  • R&D in AI Arabic home assistant. 


Projects

Novel Ensample Learning Approach to Unsupervised Record Linkage

  • Implementing a semi supervised approach to solve record linkage database problem. 
  • The proposed approach is to train a self learning adding automatic seed selection. 
  • Achieving around 85% accuracy outperforming simpler methods like TF-IDF.

Tweets Author verification

  • Research project in which I try to outperform some of the benchmarks with simpler methods. 
  • Calculating Z scores for top N-words and compare them together. 
  • Used SVM classier with a different set of features like lexical diversity and number of hashtags. 
  • Used one-shot learning with the Siamese network to achieve 87% accuracy.

MASRI(GP)

  • A home assistant that takes voice commands and perform services. 
  • Controlling smart devices , playing music and scheduling tasks etc.
  • Responsible for Voice recognition modules, trigger word, Text To Speech. 
  • Deployed the services on Heroku Server with Django. 
  • The project won IEEE Hackathon and joined the Nile University accelerator program and got funded.

Mwaslaty App

  • Android App helps the user to find the best transportation to reach a certain destination. 
  • worked with PHP to deal with the database using SQL to insert and acquire data.
  • Deployed the service on backend server with PHP and Django.

Awards and Certificates

  • A graduate of Next Technology Leader(NTL) program which is held every year in Smart Village Egypt.
  • Over 20 Coursera and Udacity courses on machine learning, python programming, data analysis

Technical Skills

Programming

python, C/C++, R, SQL, mongoDB

Machine Learning

linear/logistic regression, KNN, SVM, randomforest, XGBoost, sklearn

Deep Learning

RNN, CNN, transformers, keras, pyTorch, tensorFlow, huggingface

Data Analysis

statistical tests, P-value, visualizations, descriptive/inferential statistics, plotly, matplotlib, scipy

Mathematics/Statistics

vectors, matrices, differential/integral calculus, random variables, probability distributions, Bayesian statistics  

Miscellaneous

Linux/Ubuntu, AWS stack, docker, fast-API, scrapy, Elasticsearch
























































Resume
Profile
Print

    Ahmed Magdy

   [email protected] • Medellin, Colombia  

Computer Science Engineer, love everything related to technology, interested in Machine learning/AI, also a bit of gamer.

Education

Helwan University, Bachelor of Engineering Sep 2018

Major: computer science

GPA: very good (the tenth)

Work Experience

Machine Learning Engineer at AI Fund, Colombia, Oct 2019 - present

  • Rustle.co
    • Developed a customer service AI platform for better customer support quality.
    • Developed an automated data pipeline for extracting/scraping data from CS websites using MongoDB and AWS with S3.
    • Deployed a Question-Answering NLP system over HTML text to answer CS questions given a company knowledge base using AWS and Fast-API.
    • Deployed a Search Engine system using Elasticsearch engine.
  • Factored.AI
    • Implemented a Zero-Shot classification system for various use cases using NLP SOTA, dockers and Fast-API.
    • Worked on creating a Curriculum Vitae(CV) parsing system where it can extract all the needed information from it using NER modules and other NLP algorithms.
    • Created an HR Matching tool , helps to match candidates with job descriptions and gives a score to each candidate with a proper explanation to each score.

AI Engineer at Integrated Development, Egypt, Nov 2018 - Apr 2019

  • Developed Arabic NLP modules like chatbots, intent detection and NER. 
  • Helped in developing an online travel agency platform using AI technology to facilitate and improve user experience, solving problems like record linkage database with ML.
  • R&D in stock market prediction with reinforcement learning and time series forecasting. 
  • Developed an automated testing system for stock market predictions using trading indicators and hypothesis testing.

Machine Learning Developer at Egyx.ai, Egypt, May 2017 - Aug 2018

  • Developed Arabic Chatbots for restaurants customer services.
  • R&D in AI Arabic home assistant. 


Projects

Novel Ensample Learning Approach to Unsupervised Record Linkage

  • Implementing a semi supervised approach to solve record linkage database problem. 
  • The proposed approach is to train a self learning adding automatic seed selection. 
  • Achieving around 85% accuracy outperforming simpler methods like TF-IDF.

Tweets Author verification

  • Research project in which I try to outperform some of the benchmarks with simpler methods. 
  • Calculating Z scores for top N-words and compare them together. 
  • Used SVM classier with a different set of features like lexical diversity and number of hashtags. 
  • Used one-shot learning with the Siamese network to achieve 87% accuracy.

MASRI(GP)

  • A home assistant that takes voice commands and perform services. 
  • Controlling smart devices , playing music and scheduling tasks etc.
  • Responsible for Voice recognition modules, trigger word, Text To Speech. 
  • Deployed the services on Heroku Server with Django. 
  • The project won IEEE Hackathon and joined the Nile University accelerator program and got funded.

Mwaslaty App

  • Android App helps the user to find the best transportation to reach a certain destination. 
  • worked with PHP to deal with the database using SQL to insert and acquire data.
  • Deployed the service on backend server with PHP and Django.

Awards and Certificates

  • A graduate of Next Technology Leader(NTL) program which is held every year in Smart Village Egypt.
  • Over 20 Coursera and Udacity courses on machine learning, python programming, data analysis

Technical Skills

Programming

python, C/C++, R, SQL, mongoDB

Machine Learning

linear/logistic regression, KNN, SVM, randomforest, XGBoost, sklearn

Deep Learning

RNN, CNN, transformers, keras, pyTorch, tensorFlow, huggingface

Data Analysis

statistical tests, P-value, visualizations, descriptive/inferential statistics, plotly, matplotlib, scipy

Mathematics/Statistics

vectors, matrices, differential/integral calculus, random variables, probability distributions, Bayesian statistics  

Miscellaneous

Linux/Ubuntu, AWS stack, docker, fast-API, scrapy, Elasticsearch