Alaa Mostafa· Tanta, Egypt
WorkPathToolboxAvailable

Machine Learning Enthusiast - Est. 2026

Insights
that compound.

I am a Communication Engineering student interested in Machine Learning and Data Science. I have experience with Python, data cleaning, data preprocessing, machine learning algorithms, and deep learning models such as CNNs. I am continuously developing my skills through practical projects and learning.

See selected workStart a project
Portrait of Alaa Mostafa
CurrentlyBooking Q4 2026

3

Featured projects

1×

Roles shipped

7

Tools in kit

Selected work

3 collaborations. Each one shipped and still running.

Chest X-Ray Classification01
pythonCase study

Chest X-Ray Classification

Detects pneumonia from chest X‑ray images. Trained a CNN with 224×224 resized, normalized data, using rotation, zoom, flip, dropout, and sigmoid output. Tested on unseen scans, achieving accurate NORMAL/PNEUMONIA classification.

  • python
  • pandas
  • numpy
View →
🌿 Plant Disease Classification02
machine learningCase study

🌿 Plant Disease Classification

A CNN-based image classification project for detecting plant species and diseases from leaf images. The dataset contains 38 classes across 14 plant species, including healthy and diseased leaves. The images were resized to 128×128 and normalized before training a CNN with three convolutional blocks. The model achieved 94.44% accuracy and a 94.41% F1-score. The model was also deployed as a Streamlit web application for real-time predictions.

  • machine learning
  • deep learning
  • pandas
Flowers Recognition: Image Classification with Transfer Learning03
pythonCase study

Flowers Recognition: Image Classification with Transfer Learning

A deep learning project for classifying flower images into different categories using a Convolutional Neural Network (CNN). The project includes image preprocessing, data augmentation, model training, evaluation, and performance analysis using accuracy, loss, and a confusion matrix.

  • python
  • machine learning
  • pandas
View →

The path

0 years, 1 rooms

  1. 2026 - 2026

    AI FOR BUSINSS TRAINING

    NTI

Toolbox

Sharp tools, quietly used

Craft

  • English
  • Python
  • Machine Learning
  • Data Cleaning
  • Data Preprocessing
  • Cnn
  • TensorFlow

Currently

Working as AI FOR BUSINSS TRAINING at NTI.
2026 - 2026

Available

Taking on projects for Booking Q4 2026.
Start a project

Next chapter

Let's make something worth keeping

Booking Q4 2026. Tell me what you're building, I reply within a day.

alaamostafaa56767@gmail.com

© 2026 Alaa Mostafa - Built with Portify

LinkedInGitHub