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MasterHead

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📝 About Me

  • 🧑‍💻 I'm Elsayed, hailing from the land of the Pharaohs, Egypt.
  • 🧠 I specialize in machine learning, deep learning, and natural language processing.
  • 🚀 I'm on a mission to enhance my leadership and entrepreneurship skills to become a more effective leader.
  • 🎯 I seek a role where I can apply these skills to plan, manage, and execute projects in a supportive team environment.
  • 🌟 I enjoy learning and keeping up with the latest advancements in the field.
  • 🗣️ Feel free to chat with me about anything related to machine learning, deep learning, or natural language processing.
  • 🔍 Discover my work: My Repositories.

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elsayedelmandoh

🛠️ Languages and Tools I Love

Python Tensorflow Pytorch Scikit Pandas Opencv Visual Studio Code Amazon Web Services Jupyter Notebook Microsoft Azure Mongodb Microsoft Sql Server SQLite Git Docker Linux MySQL

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Elsayed-Elmandoh's Projects

ai-generated-blog-generator icon ai-generated-blog-generator

This project is designed to explore the capabilities of generative models in content creation and image generation for blog posts.

airbnb-listing-eda icon airbnb-listing-eda

This project involves performing an exploratory data analysis (EDA) on Airbnb listings data for a specific city. The analysis aims to identify trends, patterns, and insights within the dataset related to factors such as price, availability, location, and property types.

arabic_abstractive_summarization icon arabic_abstractive_summarization

This project focuses on abstractive text summarization for the Arabic language using state-of-the-art transformer-based models. The goal is to develop a model capable of generating concise and meaningful summaries for given paragraphs. Competition Military Technical College

artificial_neural_networks icon artificial_neural_networks

This repository is your comprehensive guide to building Artificial Neural Networks (ANN) using various frameworks in Python. Explore building ANNs from scratch using NumPy, implementing ANNs with TensorFlow, and creating ANNs with PyTorch.

auto-annotate icon auto-annotate

A simple tool for automatic image annotation using Roboflow API

automated_eda icon automated_eda

This is an Automated EDA (Exploratory Data Analysis) Tool built using Streamlit, the tool provides an interactive interface to perform various data analysis tasks without writing extensive code.

automated_ml icon automated_ml

This project is an end-to-end automated machine learning (AutoML) model that streamlines the process of building, evaluating, and visualizing machine learning models for both classification and regression tasks. It is designed to help users with minimal data science expertise quickly go from raw data to a well-performing machine learning model.

card_match_challenge icon card_match_challenge

Card Match Challenge is python game project implementing a card matching game using tkinter. Tests memory and strategy skills. Demonstrates game development, UI design, and Python proficiency.

code-evaluator icon code-evaluator

This project is a code evaluator that can take input from the user as follows: Task description and Code (solution). The output will be a code evaluation.

computer_vision icon computer_vision

This repository serves as your comprehensive guide to understanding and implementing Computer Vision techniques using Python. Dive into various topics, from basic introductions to advanced techniques, to gain a deeper understanding of processing and analyzing images.

customer_segmentation icon customer_segmentation

This project focuses on customer segmentation and personalization in the context of an e-commerce business. It uses machine learning techniques, specifically K-means clustering and PCA, to identify distinct groups of customers with similar preferences and behaviors.

dashboard_electropi icon dashboard_electropi

This project aims to create a set of Streamlit dashboards for visualizing and analyzing data within an organization's system. The dashboards provide interactive insights into user activity, subscriptions, course completion, capstone evaluations, coupon usage, and employment grant status.

deep_neural_networks icon deep_neural_networks

This repository is your comprehensive guide to building and working with deep neural networks (DNNs) in Python. Explore a wide range of topics, from generating and preprocessing data to training and inference, as well as advanced techniques such as embedding layers, convolutional neural networks (CNNs), long short-term memory networks (LSTMs).

detect-terrorists icon detect-terrorists

Develop a comprehensive machine learning and computer vision system that can detect potential terrorists in a given environment By classifying people as civilians or military and see whether they are carrying weapons or not.

explority_data_analysis icon explority_data_analysis

This repository is dedicated to the exploration and analysis of datasets using Python. Whether you're a data scientist, analyst, or enthusiast, here you'll find resources, examples, and techniques for uncovering insights from data.

gemilla icon gemilla

GemiLla is a Streamlit-based project that allows two conversational agents, Gemini and LLaMA, to engage in interactive discussions. It demonstrates the integration of Google Generative AI and Meta's LLAMA-3, providing an engaging and flexible conversation interface.

generative-ai-python icon generative-ai-python

The Google AI Python SDK enables developers to use Google's state-of-the-art generative AI models (like Gemini and PaLM) to build AI-powered features and applications.

market_segmentation_neural_networks icon market_segmentation_neural_networks

This project focuses on using neural networks to perform market segmentation based on customer demographics, behavior, and other relevant factors. Market segmentation is a crucial task for businesses looking to tailor their marketing strategies and offerings to specific customer segments.

medgenius icon medgenius

Our AI-powered website analyzes health problems, connecting to wearables for continuous monitoring. It aids doctors in efficient diagnoses, expanding patient care capacity and enabling remote consultations, ensuring accessible and safe healthcare while creating job opportunities for doctors.

medical-image-analysis-with-cnn icon medical-image-analysis-with-cnn

This project involves building a Convolutional Neural Network (CNN) model to analyze medical images, such as X-rays or MRIs, for detecting diseases or abnormalities. The goal is to develop a robust model that can accurately classify images into binary classes: normal or pneumonia.

natural_language_processing icon natural_language_processing

This repository is your comprehensive guide to understanding and implementing Natural Language Processing (NLP) techniques in Python. Dive into various topics, from basic introductions to advanced techniques, to gain a deeper understanding of processing and analyzing text data.

ocr_cnn icon ocr_cnn

OCR developed using CNN with Keras, TensorFlow, and Deep Learning is an image processing application that recognizes alphanumeric characters. This project is designed to extract text from images. making preprocessing and building the CNN model and training the model on the dataset. The trained model achieved an accuracy of 98% on the test set.

persoal_assistant_gpt-3 icon persoal_assistant_gpt-3

The Personal Assistant using OpenAI GPT-3 model is a revolutionary project in the field of artificial intelligence. It presents an intelligent assistant that can interact with users through both text and speech inputs, providing intelligent responses generated by the GPT-3 model.

python icon python

Dive into a collection of Python scripts. Whether you're a beginner looking to learn Python or an experienced developer seeking to expand your skills, you'll find valuable content and examples here to enhance your Python journey.

recognition-id-eru icon recognition-id-eru

This Streamlit application performs recognition on ID images and extracts relevant information.

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