Beltagy El-Romhy
AI Engineer • Tech Innovator
I’m a passionate Machine Learning Engineer who believes that data isn't just numbers—it’s a way to solve real problems and create meaningful human impact.
How It All Started
My journey began with a lot of confusion. There were too many learning sources, no mentor to guide me, and an overwhelming amount of information. But over time, I learned how to filter, focus, and grow, building a solid technical foundation through self-study, free reading, and deep curiosity.
What I’m Most Proud Of
One of my proudest achievements is my graduation project on diagnosing eye diseases. This wasn’t just about algorithms—it was about helping people. I pushed myself and my team to reach the highest accuracy possible because the project meant something deeper to us.
Impact Beyond the Classroom
I served as Vice Head of Data Analysis at Enactus Fayoum, where I:
- Trained members in data analysis basics
- Worked on a key project addressing environmental pollution
- Helped bridge technical skills with real community needs
These experiences showed me that data can be both technical and social—it can change lives.
Teamwork & Energy
I thrive in team environments. Collaboration gives me energy, motivation, and inspiration. I love the process of brainstorming together, solving problems, and learning from different perspectives. Team spirit always pushes me to do more.
What Sets Me Apart
If I had to pick one thing that makes me different, it’s this: I never stop learning. I developed a strong habit of reading—both in my field and beyond—which sharpened my thinking, expanded my worldview, and gave me the tools to solve problems in smarter ways.
"I’m here to build, learn, and grow—with people, with data, and with purpose."
Professional Experience
Internship Trainee
Sep 2025Banque Misr • Egypt
This on-site internship at Banque Misr was a powerful introduction to the professional world. I learned how to negotiate effectively, collaborate within a structured environment, and support colleagues under real deadlines. Beyond the technical exposure, the experience strengthened my time-management skills and gave me firsthand insight into how financial operations run inside one of Egypt’s leading banks.
AWS Machine Learning Engineer
Oct 2024 – Jun 2025Digital Egypt Pioneers Initiative - DEPI • Cairo, Egypt
Through the Digital Egypt Pioneers Initiative, I developed solid expertise in cloud-based machine learning. I worked hands-on with AWS services, built ML models, deployed scalable solutions, and strengthened essential professional skills.
Highlights:
- Mastered AWS fundamentals (EC2, S3, IAM).
- Built ML workflows using SageMaker, Lambda, and Glue.
- Applied supervised & unsupervised learning on real datasets.
- Improved model performance for cloud environments.
- Enhanced teamwork, presentation, and problem-solving skills.
This journey shaped my ability to design end-to-end ML solutions on the cloud with confidence.
Vice Head of Data Analysis
Mar
2025 – May 2025
Enactus Fayoum University • Egypt
Serving as Vice Head of the Data Analysis team at Enactus was one of my most meaningful leadership experiences. I mentored students, simplified complex analytical concepts, and supported the team through real-world applications.
Through frequent board meetings, I gained practical experience in strategy, planning, and structured decision-making.
We also organized student-focused events and on-campus campaigns. This role combined leadership, community engagement, and data-driven thinking — making it a transformative chapter in my growth.
Data Analyst (Power BI)
Dec
2024
ةزفق Qafza
During my internship at Qafza, I worked on transforming data into meaningful insights using Power BI. I designed dashboards, created DAX measures, explored business KPIs, and built analytical reports that supported decision-making.
Key Contributions:
- Cleaned and prepared large datasets using ETL workflows.
- Built interactive dashboards using Power BI.
- Performed trend, cohort, and forecasting analyses.
- Improved data models and optimized performance.
This experience strengthened my skill in data storytelling and visual communication.
Data Analysis Trainee
Sep
2024 – Oct 2024
National Telecommunication Institute (NTI)
My training at NTI provided full exposure to the data analytics lifecycle — from extraction to modeling. Using Python, Pandas, NumPy, SQL, and visualization tools, I worked intensively on real datasets and gained practical experience with ML techniques like regression, clustering, and decision trees.
The program strengthened my analytical thinking and ability to turn raw data into insights.
Big Data Engineer Trainee
Jul 2024 – Aug 2024Smart Village Egypt
I gained in-depth understanding of distributed big data systems and real-time processing. I worked with Hadoop (HDFS, YARN, MapReduce), Spark, Kafka, Hive, ClickHouse, Elasticsearch, and Linux automation.
Key Achievements:
- Built and optimized big data pipelines.
- Implemented streaming solutions using Kafka & Flume.
- Worked with scalable, production-level data architectures.
This experience shaped my technical confidence with enterprise big data ecosystems.
AI Intern
Aug
2024 – Sep 2024
Information Technology Institute (ITI) • Egypt
This internship strengthened my machine learning and deep learning foundation. I built and evaluated ML models such as regression, decision trees, SVMs, clustering techniques, and applied feature engineering and tuning with GridSearchCV.
I also developed a strong understanding of neural networks and core deep learning architectures.
A highly practical, intensive experience.
Forward Program
Jun
2023 – Nov 2023
McKinsey & Company
A transformative 6-month program that developed my problem-solving, leadership, and digital skills. I practiced McKinsey’s structured thinking, worked on a capstone consulting project, improved communication, and gained exposure to business analysis, visualization tools, and agile teamwork.
This experience strengthened my mindset for structured, high-impact problem solving.
Skills & Expertise
Cloud & DevOps
Machine Learning & AI
Data Analysis & BI
Big Data
DS & Python Stack
Programming & Tools
Visualization
Soft Skills
Education
Bachelor of Computer Science and Artificial Intelligence
Fayoum University
Sep 2021 - June 2025
Featured Projects
Clear View App
A near real-time eye disease diagnosis system. Fine-tuned YOLOv8s achieving 96% accuracy on 8K images, reducing diagnosis time by 99.7%. Includes a medical RAG-based Q&A chatbot using LLaMA 4.
Titanic Survival Prediction Engine
Developed a machine learning classification model to predict passenger survival. Engineered complex features from demographics and utilized ensemble methods to maximize accuracy.
US Startup Expansion & Retail Analytics
Comprehensive exploratory data analysis (EDA) on startup expansion strategies. Analyzed key performance metrics and visualized geographical sales distribution to identify high-growth regions.
Interactive Sales Intelligence Dashboard
End-to-end BI solution using Power BI to analyze large-scale sales datasets. Utilized Power Query for cleaning and complex DAX measures to track KPIs like year-over-year growth.
Global University Ranking Forecast
Leveraged Random Forest algorithm to forecast global university rankings. Analyzed features like research output and citations to determine key drivers of institutional success.
End-to-End Diabetes Diagnostic System
Healthcare analytics project predicting diabetes diagnoses. Includes in-depth data exploration, rigorous preprocessing for outliers, and implementation of multiple classification models.
Certifications
AWS Certified
Digital Egypt Pioneers Initiative
McKinsey Forward Program
McKinsey & Company
Data Analysis Track
National Telecommunication Institute
Data Analysis Using Excel
تحليل البيانات باستخدام إكسل
Udacity Nanodegree
AI & Data Science
Huawei Certification
HCIA / ICT
SQL Fundamentals
Database Management
Supervised Learning
Machine Learning Specialization
Software Architecture
Technical Foundation
Data Analysis
Eyouth
Data Awareness
Professional Development
Database Fundamentals
Mahara Tech
Specialized Data Training
Advanced Analytics
Machine Learning Pipelines
MLOps & Development
Qafza Internship
Data Analytics
Sprints Program
Technical Training
Recommendations
Menna Tarek 🇵🇸
Lecturer at NTI | Data Analyst | Oct 6, 2024
"First off, let me admire the amazing work that Eng. Beltagy showed during his internship. The dashboards he creatively made, not to mention his admirable attitude, made my experience with him as a mentor really good. He's creative, smart, and a hardworking data analyst to be. I wish you all the best ✨"
Let's Talk 👋
I'm always open to discussing new projects, creative ideas, or opportunities.