プロフィール詳細

プロジェクトを作成

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Dr. Hassan R.に依頼

Egypt

Ph.D. Data Scientist | ML · NLP · Optimization · Sustainability Analytics

プロフィール概要

I am an Assistant Professor and Data Scientist at the Institute of National Planning (INP), Egypt, holding a Ph.D. in Operations Research and Decision Support from Cairo University. With over 20 years of combined academic and industry experience, I specialize in applying AI, machine learning, and advanced analytics to real-world research and policy challenges. Research & Academic Work I have published 20+ peer-reviewed papers spanning machine learning, metaheuristic optimization, natural language processing, text mining, social network analysis, and sustainability analytics. My recent research focuses on forecasting models (ARIMA & LSTM) for CO₂ emissions, SDG interlinkage analysis using text mining and network analysis, and system dynamics modeling for policy simulation. I have been recognized with the Best Individual Research Award at INP (2019/2020) and contributed to two Best Collective Research award-winning teams. Technical Skills I work extensively with Python (Pandas, NumPy, Scikit-learn, NLTK, NetworkX), R, SQL, and MATLAB. My analytical toolkit includes deep learning (LSTM), NLP pipelines, metaheuristic optimization (PSO, GWO, Genetic Algorithms), time series forecasting, and Power BI for data visualization. Industry Experience Beyond academia, I bring 10+ years of industry experience in business intelligence, strategic planning, marketing research, and competitive analysis — including senior roles at a leading ceramics manufacturer where I built data-driven pricing models and led market research operations. Languages Native Arabic speaker with professional English proficiency — able to deliver bilingual research outputs, reports, and analysis. I am available for consulting projects in data science, statistical modeling, forecasting, NLP, operations research, sustainability analytics, and AI model evaluation.

専門分野

• ★ Industrial Operations Research
• ★ Data Analysis
• ★ Machine Learning
• ☆ Industrial Engineering
• ☆ Social Network Analysis
• ☆ Text Mining & Analytics
• ☆ Statistics
• ☆ Applied Statistics
• ☆ Python
• ☆ Matlab
• ☆ Supply Chain & Logistics
• ☆ Sustainable Development
• ☆ Marketing Strategy
• ☆ Marketing Analytics

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing, Business & Legal Writing

Research Market Research, User Research, Meta-Research, Fact Checking, Gap Analysis, Gray Literature Search, Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Consulting Business Strategy Consulting, Go-to-Market Strategy Consulting, Digital Strategy Consulting, Scientific and Technical Consulting, Manufacturing Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

Product Development Product Evaluation, Product Validation, Manufacturing, Product Compliance , Concept Development, Product Launch Support

職務経験

Institute of National Planning

11月 2016 - 現在

学歴

Operations Research & Decision Support

Cairo University, Faculty of Computers & Information

1月 2012 - 1月 2015

Operations Research & Decision Support

Cairo University, Faculty of Computers & Information

1月 2004 - 1月 2008

Operations Research & Decision Support

Cairo University, Faculty of Computers & Information

1月 1997 - 1月 2001

認定資格

• Data Science Specialization

  Johns Hopkins University - Coursera

  1月 2015 - 1月 2016

出版物

BOOK CHAPTER

Hassan Mohamed Rabie(2021). Particle Swarm Optimization and Grey Wolf Optimizer to Solve Continuous p-Median Location Problems . Studies in Big Data. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 415--435. Springer International Publishing

Hassan Mohamed Rabie(2020). Particle Swarm Optimization and Grey Wolf Optimizer to Solve Continuous p-Median Location Problems . Advances in Intelligent Systems and Computing. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 136--146. Springer International Publishing

CONFERENCE PAPER

Rabie, H.M., El-Khodary, I.A., Tharwat, A.A.(2015). Particle swarm optimization algorithm for the continuous p-median location problems . 2014 10th International Computer Engineering Conference: Today Information Society What's Next?, ICENCO 2014. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 81-86.

Rabie, H.M., El-Beltagy, M., Tharwat, A., Hassan, S.(2008). Exploring input selection for time series forecasting . Proceedings of the 2008 International Conference on Data Mining, DMIN 2008. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 228-232.