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.

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Portrait of Alaa Mostafa — CurrentlyBooking Q4 2026

Featured projects

1×

Roles shipped

Tools in kit

Selected work

3 collaborations. Each one shipped and still running.

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

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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

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

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The path

0 years, 1 rooms

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.

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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

Alaa Mostafa

Insightsthat compound.

Selected work

Chest X-Ray Classification

🌿 Plant Disease Classification

Flowers Recognition: Image Classification with Transfer Learning

0 years, 1 rooms

AI FOR BUSINSS TRAINING

Sharp tools, quietly used

Craft

Let's make something worth keeping

Insightsthat compound.

Selected work

Chest X-Ray Classification

🌿 Plant Disease Classification

Flowers Recognition: Image Classification with Transfer Learning

0 years, 1 rooms

AI FOR BUSINSS TRAINING

Sharp tools, quietly used

Craft

Let's make something worth keeping

Insights
that compound.

Insights
that compound.