Emad Mostafa
Data Scientist | ML Engineer | NLP Specialist
Cairo Governorate
Summary
Data Scientist with expertise in statistical analysis, predictive modeling, and data-driven decision-making, complemented by hands-on experience in Natural Language Processing (NLP) and Retrieval-Augmented Generation (RAG). Skilled in uncovering hidden patterns from large datasets and transforming raw data into actionable insights using Python, Scikit-learn, TensorFlow, and advanced visualization tools. Proven success in building scalable ML models, developing automation pipelines, and applying NLP techniques to real-world problems. Strong collaborator with excellent communication skills, dedicated to delivering impactful solutions that combine data science, machine learning, and NLP innovations to solve business challenges.
Overview
3
3
years of professional experience
5
5
Certifications
2
2
Languages
Work History
Data Scientist
Limitless Labs Egypt
Az Zamalik, Giza
08.2025 - Current
- Streamlined data collection methods, reducing analysis errors by 20%.
- Automated repetitive tasks in Python and R, saving the team 10+ hours per week.
- Built and deployed forecasting models that improved company productivity by 15%.
- Analyzed and visualized complex datasets using SQL and Python, enabling insights that drove a 12% increase in operational efficiency.
AI & ML Solutions Engineer
Banyan
Az Zamalik, Giza
11.2024 - Current
- Worked with a 7-member team on a pharmacy optimization system to help pharmaceutical companies increase profits.
- Assisted in basic ML tasks like data analysis, automation, and trend detection for business insights.
- Gained experience in collaborative development, data processing, and product optimization.
- Remote
Internship
Digital Egypt Pioneers Initiative - DEPI
06.2024 - 10.2024
- Completed a 5-month internship in IBM Data Science through the Digital Egypt Initiative (Depi).
- Gained hands-on experience in data analysis, machine learning, and cloud technologies.
- Developed analytical dashboards using Microsoft Excel and Power BI.
- Conducted feature engineering and model optimization for machine learning projects.
- Hybrid
Data Science Instructor
iSchool
07.2024 - 09.2024
- Delivered engaging lessons on data science concepts and applications to students in grade 5.
- Simplified complex concepts of machine learning for younger audiences.
- Part-time
- Remote
Machine Learning Instructor
IEEE FCIH Helwan University
01.2023 - 02.2024
- Taught 30+ students the essentials of machine learning (Math, Statistics, Python basics), achieving an 85% student satisfaction rate.
- Instructed students on core Python libraries (Pandas, NumPy, Matplotlib, TensorFlow, Scikit-learn), leading to a 30% increase in students’ practical skills.
- Delivered hands-on lectures on machine learning and deep learning, with 75% of students successfully completing projects.
- Supervised student projects on classical algorithms (e.g., regression, SVM, ANN), resulting in a 40% improvement in technical understanding.
Machine Learning Instructor
MSP Tech Club - Helwan
07.2022 - 09.2023
- Designed and conducted an 8-session workshop on machine learning and deep learning, attended by 80+ participants.
- Focused on classical algorithms like regression, classification, and ANN, guiding members through practical projects, which increased project completion rates by 25%.
- Created tasks and projects to solidify concepts, earning a 90% positive feedback score from attendees.
Education
B.Sc. - Computer and Artificial Intelligence
Helwan University
Helwan, C01.2024
Skills
- Machine Learning: Data Processing, Statistical Analysis, Data Modeling, Data Visualization, Predictive Modeling, Deep Learning, Computer Vision, NLP, RAG models
- Programming Languages: Python, C/C, JavaScript, Java, PHP, HTML, CSS
- Other: OOP, Data Structures & Algorithms, Problem Solving, Databases, Git & GitHub, MySQL, Cloud Computing
Certification
Machine Learning Specialization - Coursera
Timeline
Data Scientist
Limitless Labs Egypt
08.2025 - Current
AI & ML Solutions Engineer
Banyan
11.2024 - Current
Data Science Instructor
iSchool
07.2024 - 09.2024
Internship
Digital Egypt Pioneers Initiative - DEPI
06.2024 - 10.2024
Machine Learning Instructor
IEEE FCIH Helwan University
01.2023 - 02.2024
Machine Learning Instructor
MSP Tech Club - Helwan
07.2022 - 09.2023
B.Sc. - Computer and Artificial Intelligence
Helwan University
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