I seek to gain experiences and skills from more than one source and more than a different field that serves my main field related to artificial intelligence and Machine Learning .
Certifications
• Programming for Everybody (Getting Started with Python) | University of Michigan
• Python Data Structures | University of Michigan
• Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning | [login to view URL]
• Convolutional Neural Networks in TensorFlow | [login to view URL]
• Web Master Full Stack
Experience
• Face mask detection using deep learning ( freelancer project )
the problem is reverse engineering of face detection where the face is detected using different machine learning algorithms for the purpose of security, authentication and surveillance .
• tweets classification and sentiment analysis using machine learning ( freelancer project )
These data are useful in understanding the opinion of the people about a variety of topics .
the automated process of identifying opinions in text and labeling them as positive, negative .
Projects
• drawing using computer vision
The main idea : - detect hands using mediapipe - detect whether the index and middle fingers are up - detect fingers' tip location - draw a line when only the index finger is up and make a selection when both index and middle fingers are up .
This project is about using OpenCV and mediapipe libraries to utilize the web camera for drawing in real time.
• 3D Hand Tracking in Unity
I do a hand examination through computer vision desks, and I do a test in front of the camera to make sure that the examination has no problems .
I prepare a UDP writer to receive the data from the vision computer and send it to the unit .
I made 21 spheres from 21 hands in the unit + I made 23 connecting lines between every 2 spheres + I put a group of cubes so that the hands would hit them, no more .
• Mask Detection | Facial Detection
by using machine learning (ML) or deep learning (DL) algorithms can help ensure the wearing of face masks in public places just by detecting face masks in real-time with the help of an already installed camera network (surveillance camera network or any other
• Arabic Sentiment Analysis | NLP
the process of computationally identifying and categorizing opinions expressed in a piece of arabic text, especially in order to determine whether the writer's attitude towards a particular topic, product . is positive, negative
• fire detection | Yolov5
method to detect fire and/or flames in real-time by processing the video data generated by an ordinary camera monitoring a scene .