Rawan Ali
Welcome Education Experience Projects Certifications

Rawan Walid Mostafa Mohamed Ali

AI Student | Aspiring Machine Learning Engineer

Artificial Intelligence student with a strong foundation in Machine Learning, Deep Learning, and Data Preprocessing. Passionate about building robust end-to-end ML pipelines, developing predictive models, and turning raw data into actionable insights.

📍 Giza, Egypt


Education & Skills

Faculty of Computer Science and Artificial Intelligence

Misr University for Science and Technology (2023 - 2027)

Major

Artificial Intelligence

CGPA

3.45

Programming Languages

Python SQL Java Kotlin

ML & AI Expertise

Deep Learning Image Segmentation Feature Engineering Regression Classification Clustering

Frameworks & Libraries

TensorFlow Keras Pandas NumPy Scikit-learn OpenCV

Data & Tools

ETL Data Cleaning Data Modeling RDBMS Git GitHub Google Colab

Soft Skills

Critical Thinking Leadership Fast Learner Problem-Solving Teamwork Time Management

Experience & Trainings

Artificial Intelligence Intern

National Bank of Egypt (NBE)

July 2026

Digital Transformation & AI department

Global Consumer Intelligence Program

University of Tokyo, Matsuo Iwasawa Lab

April 2026 - July 2026

Data science and consumer intelligence research

Generative AI Trainee

NVIDIA & ITI Collaboration

August 2025 - September 2025

Advanced generative AI techniques and LLM applications

Android Software Engineering Intern

Banque Misr

July 2025 - August 2025

Mobile application development and software engineering

Mobile App Developer

Digital Egypt Pioneers Initiative (DEPI)

October 2024 - May 2025

Developed mobile applications using Android. Recognized as a Top Performing Student in the Software track by the Minister of Communications and Information Technology.

Highlighted Projects

Plant Disease Image Segmentation (U-Net)

Performed end-to-end data preprocessing and implemented a U-Net architecture using TensorFlow for precise image segmentation on the New Plant Diseases dataset. Built, trained, and debugged the model on Kaggle to effectively identify and isolate affected leaf areas.

TensorFlow U-Net Image Segmentation Kaggle

Retail Data Integration & ETL Pipeline

Designed and implemented an end-to-end ETL pipeline integrating CSV and REST API data, built relational and star schema models (fact & dimension tables), performed data cleaning and validation, loaded and optimized data in a centralized RDBMS using indexing, and generated analytical SQL reports for business insights.

ETL Data Modeling SQL RDBMS

Heart Disease ML Pipeline

Designed and applied an end-to-end data processing pipeline including data cleaning, transformation, feature engineering, and structured dataset preparation using Python and Pandas.

Python Pandas Feature Engineering Machine Learning

Licenses & Certifications

OCI 2025 Certified Data Science Professional

October 2025

Oracle Cloud Infrastructure Certification

OCI 2025 Certified AI Foundations Associate

October 2025

Oracle Cloud Infrastructure Certification

Building LLM Applications with Prompt Engineering

September 2025

NVIDIA Certification