Hello, I am
Mohamed Ayman
I build
AI Engineer and Data Scientist specializing in Machine Learning.
Hello, I am
AI Engineer and Data Scientist specializing in Machine Learning.
A ResNet50 deep learning model identifying dental diseases with 99% accuracy. Deployed via Streamlit.
A high-precision 3D MRI segmentation system achieving an 89% Dice Score. Features a full-stack web interface with interactive 3D volumetric visualization for medical analysis.
A U-Net segmentation model detecting flooded regions from satellite optical data. Achieved 93% accuracy to enable rapid disaster management and emergency response.
Real-time retail surveillance utilizing object detection to identify suspicious behavior. Capable of automated alerts with over 90% accuracy in complex test scenarios.
A diagnostic tool using VGG19 and CNNs to classify retinal diseases. Processed over 3,000 clinical images to achieve 89% classification accuracy.
Analyzed 3,000+ records across 6 U.S. regions, revealing top products and revenue drivers. Built dashboards showing a 12% revenue increase and 40% sales concentration in the West region. Detected 25% sales surge in footwear during Q3, informing seasonal campaigns.
Processed 5,000+ rows of transactional data to track regional sales and customer trends. Created Tableau dashboards highlighting a 22% sales peak during holidays and 30% top-product margin. Identified underperforming SKUs contributing to 15% of revenue loss.
Analyzed inventory, sales, and transportation data to uncover trends and optimize supply chain performance. Built interactive dashboards in Power BI and Tableau to visualize KPIs, reducing reporting time by 40%. Cleaned and transformed 10,000+ records using Python and SQL for accurate and efficient analysis.
Cellula Technologies | (07/2025 - 09/2025)
Supported deep learning models for medical image classification. Handled preprocessing of clinical datasets and deployment using Streamlit.
Google Developers Groups On Campus CIC | (04/2024 - 08/2025)
Delivered hands-on training sessions on data analysis tools and techniques, guiding students through practical projects, data visualization, and real-world applications. Contributed to building a data-driven community on campus.
Code Alpha | (02/2025 - 03/2025)
Built and optimized 3 ML models achieving 78%-95% accuracy. Conducted statistical analysis for price prediction projects.
Digital Egypt Pioneers Initiative | (11/2024 - 05/2025)
Mastered SQL, Excel, and PowerBI. Cleaned and transformed large datasets to uncover key trends.
