Ahmed Madbouly

Data Scientist

Cairo, Egypt

Summary

I'm a Freelance Software Engineer and Data Scientist enthusiast with a passion for Artificial intelligence (AI) and Machine Learning, cognitive computing, predictive analysis, NLP and deep learning coming up with new models, developing high quality, high-performance code and constantly improving the solution and expanding its scope by solving complex business problems using machine learning and new technology and the ability to see insights turned into real value.

Languages:

Arabic, English, Italian

Experience

Favorite projects I have worked on:
- Fake News Detector using Sentiment Analysis to determine whether the article is fake or not (Stemming, Lemmatization, NLTK, Word2Vec, AraVec, Glove, LSTM) for both English and Arabic Language.

- Web Search Engine and Crawler.

- Face Detection using Yolo on Nvidia Jetson TX2

- Sentiment Analysis for Product Rating that detects hidden sentiments in comments and rates the product accordingly.

- Automatic Speech Recognition Systems – Build ASR models with various ASR techniques including, CMU Sphinx, Kaldi, Mozilla deep speech

- Text to Speech Synthesizer – Build Text to Speech synthesizer using Merlin and Ossian, Also I tried other frameworks e.g. Festival and Tacotron.

- Self-driving Car (Graduation project): Modules: Lane Detection, Object Detection, Tracking, and Depth Estimation, Behavioral Cloning, Path Planning, localization on Nvidia jetson TX2 and Z-cam.

- Home Automation system (Intel Galileo, Jetson Nano).

- Bot Space: bot project is built using artificial algorithms that analyze the user’s queries and understand the user’s message.

Technologies:
Programming languages (Python, R, C++, Ruby, Scala) || Python libraries (Pandas, Numpy, Scikit-learn, Scipy, Scrapy, Flask, Selenium, Beautiful Soup, etc..) || R packages (dplyr, ggplot2, shiny, caret, etc..) || Machine Learning techniques (Keras, Tensorflow, Pytorch, MxNet, NLP, KNN, Random Forest, Bayesian Statistics, Naive Bayes, SVM, Tableau, etc..) || Big Data (Hadoop, Spark, Hive, Flume, Sqoop, Cloudera, MongoDB, SQL, PostgreSQL) || Cloud (AWS, Azure, GCP, Colab, Kaggle) || DevOps (Linux, Bash Script, Docker, Kubernetes, Jenkins, Heroku, CI/CD, Github) || Frontend (HTML, CSS, java Script, Bootstrap) || Backend (Ruby on Rails, NodeJS, REST API, Elasticsearch)

For more info please follow the links below
Github: https://www.github.com/ahmedmadbouly
Linkedin: https://www.linkedin.com/in/ahmed-madbouly
Website: https://ahmedmadbouly.github.

Skills

Amazon Web Services (AWS), Apache, Artificial Intelligence, Big Data, Data Science, Django, Docker, Elasticsearch, Flask, Fullstack Development, Git, Google Cloud Platform (GCP), Hadoop, Heroku, JavaScript, Jenkins, Keras, Natural Language Processing, NumPy, Pandas, PostgreSQL, SQL, Scrapy, Selenium, Spark, TensorFlow, Vagrant, Virtualenv, Visualization, Vue.js