プロフィール詳細

プロジェクトを作成

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Dr. Nada Ayman G.に依頼

Egypt

AI & NLP Consultant | PhD | 15+ yrs | Fake News Detection · Sentiment Analysis · Biomedical NLP · Arabic NLP · LLMs/RAG

プロフィール概要

PhD Computer Scientist and AI consultant with 15+ years specializing in NLP, machine learning, and social media analytics. Research expertise spans fake news detection, sentiment analysis, biomedical NLP, and Arabic text mining, with 12+ publications in IEEE, Springer, and MDPI. Led multi-million-pound funded research projects with TUM, Waterloo University, and GIZ. Currently an AI Consultant at Pegasus delivering data science solutions for government and enterprise clients. Selected by the U.S. State Dept. as an Egyptian AI expert (IVLP 2021). Available for consulting, research collaboration, technical reviews, and NLP project delivery.

専門分野

• ★ Data Analysis
• ★ Text Mining & Analytics
• ★ Natural Language Processing
• ☆ Computer Science
• ☆ Social Network Analysis
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Big Data Analytics
• ☆ Machine Learning
• ☆ Data Mining
• ☆ Data Cleaning
• ☆ Neural Networks
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Statistics
• ☆ Health Data Analysis
• ☆ Python
• ☆ Tensorflow
• ☆ Scikit-learn

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Scientific and Technical Research, Secondary Data Collection

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Image Processing, Algorithm Design-ML, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

職務経験

Computer Science Lecturer

Coventry University, Egypt Branch at TKH

1月 2024 - 現在

Lecturer

The Knowledge Hub Universities

1月 2024 - 現在

Researcher

The American University in Cairo

2月 2009 - 現在

学歴

PhD (Computer Science and Engineering)

The American University in Cairo

9月 2017 - 6月 2024

Master of Science (Computer Science and Engineering)

American University in Cairo

9月 2010 - 6月 2016

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Sara A. Moustafa, Reem Deif, Nada Gaballah, Mohamed Salama (2024). Cognitive Impairment and Non-Communicable Diseases in Egypt’s Aging Population: Insights and Implications from the 2021–2022 Pilot of “A Longitudinal Study of Egyptian Healthy Aging” “AL-SEHA” . International Journal of Environmental Research and Public Health.

Sara A. Moustafa, Reem Deif, Nada Gaballah, Mohamed Salama (2024). Cognitive Impairment and Non-Communicable Diseases in Egypt’s Aging Population: Insights and Implications from the 2021–2022 Pilot of “A Longitudinal Study of Egyptian Healthy Aging” “AL-SEHA” . International Journal of Environmental Research and Public Health.

Nada GabAllah, Hossam Sharara, Ahmed Rafea (2023). TChecker: A Content Enrichment Approach for Fake News Detection on Social Media . Applied Sciences.

Nada GabAllah, Hossam Sharara, Ahmed Rafea (2023). TChecker: A Content Enrichment Approach for Fake News Detection on Social Media . Applied Sciences.

Nada GabAllah, Ibrahim Farrag, Ramy Khalil, Hossam Sharara, Tamer ElBatt (2023). IoT systems with multi-tier, distributed intelligence: From architecture to prototype . Pervasive and Mobile Computing.

CONFERENCE PAPER

Rafea, A., GabAllah, N.A.(2018). Trending topic extraction from twitter for an Arabic speaking user . Proceedings of the 33rd International Conference on Computers and Their Applications, CATA 2018. 2018-March.

Rafea, A., Mostafa, N.A.(2013). Topic extraction in social media . Proceedings of the 2013 International Conference on Collaboration Technologies and Systems, CTS 2013. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 94-98.