Abdelrahman Mohammed
@abdelrahmanmohammed1
Aspiring machine learning engineer building accurate AI and data solutions.
What I'm looking for
I’m an aspiring machine learning engineer with a focus on end-to-end pipelines and real-world performance. In my “Cardiovascular Disease Prediction System” ML capstone project at Samsung Innovation Campus, I built a full ML pipeline using Python, Scikit-learn, and TensorFlow on 70,000+ patient records, achieving 82% prediction accuracy—9.27% above Kaggle public benchmarks.
I also enjoy turning data into decision-ready outputs: I built a 3-page Power BI dashboard with KPIs, trend analysis, and pricing insights using Power Query ETL and custom DAX measures. Beyond ML, I’ve developed a C-based clinic management system with encryption for secure access (500+ records), completed a Generative AI Diploma with a 97% accurate medical text classification model, and strengthened my tooling through programs like “Samsung Innovation Campus – AI Program” and NVIDIA’s “Building LLM Applications With Prompt Engineering.”
Experience
Work history, roles, and key accomplishments
Active Member (Volunteer)
Life Makers Foundation
Jan 2025 - Present (1 year 5 months)
Actively contributed to projects by adapting to dynamic requirements and ensuring 100% task completion under tight deadlines with attention to detail.
ML Capstone Project
Samsung Innovation Campus
Aug 2025 - Present (10 months)
Built an end-to-end machine learning pipeline in Python using scikit-learn and TensorFlow on 70,000+ patient records. Achieved 82% prediction accuracy, surpassing Kaggle public benchmarks by 9.27%.
Clinic Management System
Independent
Jun 2024 - Present (2 years)
Developed a C-based patient data management and scheduling system handling 500+ records, with encryption for secure access.
Built an interactive 3-page Power BI dashboard with KPIs, trend analysis, and pricing insights using Power Query ETL and custom DAX measures with dynamic cross-filtering.
Education
Degrees, certifications, and relevant coursework
NVIDIA
Certificate of Competency, LLM Applications
2026 -
Earned a Verify Certificate of Competency for building LLM-based applications using prompt engineering techniques.
DEPI, EYOUTH
Diploma, Generative AI
2025 -
Completed a Generative AI Diploma covering ML, deep learning, NLP, and computer vision. Built a text classification model on a medical dataset achieving 97% accuracy.
Samsung Innovation Campus
AI Program, Artificial Intelligence
2025 -
Completed an AI program covering Python for data analysis, probability and statistics, data preprocessing, Power BI visualization, introductory LLM applications, and model deployment.
Cisco Networking Academy
Networking Certificate, Networking
2025 -
Completed Cisco Networking Academy training with topics including VLANs, routing protocols, wireless networks, and network security.
NTI, Huawei
AI Course, Machine Learning
2024 -
Completed an ETA AI course focused on Python, machine learning, and deep learning applications.
Coursera (Andrew Ng)
Machine Learning Specialization, Machine Learning
2024 -
Completed the Machine Learning Specialization with hands-on assignments. Studied supervised and unsupervised machine learning techniques.
Benha University
B.Sc., Computer and Communication Engineering
2021 - 2026
Pursuing a B.Sc. in Computer and Communication Engineering at Benha University. Coursework includes Python, C/C++, data structures, MATLAB/Simulink, signal processing, statistics, calculus, and CCNA.
Availability
Location
Authorized to work in
Job categories
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