I am a dedicated AI Engineer specializing in NLP, computer vision, and assistive technology. I enjoy turning ideas into practical AI solutions using modern tools and frameworks, and I am driven by building systems that perform well in real-world settings. Currently pursuing a Bachelor's degree in Artificial Intelligence at the Egyptian Russian University (ERU) in Cairo, Egypt, I have demonstrated high accuracy in projects, including a 95% success rate in face recognition, and I am eager to contribute to cutting-edge AI initiatives.

Rana Mohamed Fayez

I am a dedicated AI Engineer specializing in NLP, computer vision, and assistive technology. I enjoy turning ideas into practical AI solutions using modern tools and frameworks, and I am driven by building systems that perform well in real-world settings. Currently pursuing a Bachelor's degree in Artificial Intelligence at the Egyptian Russian University (ERU) in Cairo, Egypt, I have demonstrated high accuracy in projects, including a 95% success rate in face recognition, and I am eager to contribute to cutting-edge AI initiatives.

Available to hire

I am a dedicated AI Engineer specializing in NLP, computer vision, and assistive technology. I enjoy turning ideas into practical AI solutions using modern tools and frameworks, and I am driven by building systems that perform well in real-world settings.

Currently pursuing a Bachelor’s degree in Artificial Intelligence at the Egyptian Russian University (ERU) in Cairo, Egypt, I have demonstrated high accuracy in projects, including a 95% success rate in face recognition, and I am eager to contribute to cutting-edge AI initiatives.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
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Language

English
Fluent
Arabic
Fluent
German
Beginner
Russian
Beginner

Work Experience

Project: Hand Vision at Personal Project
July 1, 2025 - November 13, 2025
Designed an assistive system with OpenCV and MediaPipe to control a robotic hand for quadriplegics using eye-tracking and head gestures; integrated with Raspberry Pi to achieve 92% grasp success in 100 lab tests under varied conditions; implemented facial landmark and gesture detection for low latency (<100 ms).
Computer Vision Track at NAID
July 1, 2025 - November 13, 2025
Specialized in advanced computer vision techniques, including object detection and gesture recognition, using OpenCV and CNN-based models. Contributed to real-time image processing projects with high accuracy in dynamic environments.
Machine Learning Engineer - Training Program at DEPI Training Microsoft
June 1, 2025 - November 13, 2025
Comprehensive ML Engineering training covering fundamentals (algorithms, data preprocessing, Python) and advanced topics (model optimization, MLOps, deployment). Hands-on experience developing and optimizing ML models using Azure ML, focusing on preprocessing and evaluation, and collaborating with teams to deploy scalable AI solutions. Culminates in a capstone project.
Machine Learning Engineer at DEPI Training (Microsoft)
June 1, 2025 - November 13, 2025
Part of a comprehensive ML engineering program covering fundamentals like algorithms, data preprocessing, and Python, with advanced topics such as model optimization, MLOps, and deployment. Gained hands-on experience developing and optimizing ML models using Azure ML, focusing on preprocessing and evaluation, and collaborating with teams to deploy scalable AI solutions. Culminates in a capstone project.
Project: Text Generation & NLP Tasks at Personal Project
June 1, 2025 - November 13, 2025
Built a Python-based NLP system using Transformers, TensorFlow, Sumy, and NLTK for speech-to-text conversion, text summarization, and topic classification; processed large datasets to generate coherent text outputs.
Machine Learning Engineer at DEPI Training, Microsoft
June 1, 2025 - November 13, 2025
Comprehensive ML engineering training covering fundamentals (algorithms, data preprocessing, Python) and advanced topics (model optimization, MLOps, deployment). Hands-on experience developing and optimizing ML models using Azure ML, focusing on preprocessing, evaluation, and deploying scalable AI solutions; culminates in a capstone project.
Project: Face Recognition at Personal Project
May 1, 2025 - November 13, 2025
Developed a real-time face recognition system using OpenCV and DeepFace libraries, achieving 95% accuracy on a custom dataset for security and attendance applications; implemented detection, feature extraction, and recognition pipelines optimized for lighting and facial angles.
Big Data Track at National Telecommunication Institute
May 1, 2025 - November 13, 2025
Exploring foundational concepts of big data analytics and data storage; engaged with tools such as Hadoop, MapReduce, and HDFS to handle large-scale datasets for telecommunications applications; developing distributed computing and data management skills with ongoing projects.
AI Diploma Candidate at Aitronix
April 1, 2025 - November 13, 2025
Pursuing expertise in deep learning frameworks (TensorFlow, PyTorch) through introductory projects in NLP and computer vision. Building AI pipelines with data collection and model training.
Python Programming Basics at Huawei Training
June 1, 2024 - November 13, 2025
Completed training on Python programming basics and libraries including NumPy, Pandas, and Matplotlib.
Project: Sign Language Recognition at Personal Project
May 1, 2024 - November 13, 2025
Developed a CNN model using TensorFlow and the Sign Language MNIST dataset to recognize American Sign Language (ASL) letters with high accuracy, while applying data preprocessing and model optimization techniques to enable real-time gesture recognition for accessibility tools.

Education

Bachelor of Science in Artificial Intelligence at Egyptian Russian University (ERU)
January 11, 2030 - January 1, 2026
Bachelor of Science in Artificial Intelligence at Egyptian Russian University (ERU)
January 11, 2030 - January 1, 2026
Bachelor of Science at Egyptian Russian University (ERU)
January 11, 2030 - January 1, 2026

Qualifications

Huawei Python Programming Basics
June 1, 2024 - November 13, 2025
National Telecommunication Institute - Big Data
May 1, 2025 - November 13, 2025
Huawei Python Programming Basics
January 11, 2030 - June 1, 2024
National Telecommunication Institute - Big Data
January 11, 2030 - May 1, 2025
Huawei Python Programming Basics
June 1, 2024 - June 30, 2024
National Telecommunication Institute – Big Data
May 1, 2025 - May 31, 2025
Aitronix - AI Diploma
April 1, 2025 - April 30, 2025
NAID - Computer Vision Track
July 1, 2025 - July 31, 2025
DEPI Training Microsoft – Machine Learning Engineer
June 1, 2025 - June 30, 2025

Industry Experience

Computers & Electronics, Software & Internet, Media & Entertainment, Education, Telecommunications, Professional Services, Healthcare