Marwan Abdelmagid
Data Science at American University in Cairo
Egypt
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Data science Intern at Beltone Financial Holding
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Experience
Beltone Financial Holding
Data science Intern
July 2024 - August 2024
Engineered an end-to-end pipeline—using Beautiful Soup for scalable web scraping and custom text-
normalization scripts—to collect and clean real-time news data.
• Designed a structured evaluation framework to assess and rank 50+ news sites by impact potential,
driving data-backed partnership decisions.
• Leveraged NLP-driven sentiment analysis on 30,000+ articles and developed a hybrid stock-
prediction model that fused technical indicators with sentiment scores, attaining robust accuracy
The Address Investment
Machine learning Intern
July 2023 - August 2023
Developed a national ID Optical Character Recognition (OCR) microservice using Tesseract and
FastAPI.
• Analyzed company data to derive insights into marketing campaign success.
• Created a forecasting model for predicting house prices.
Education
Data Science
American University in Cairo
Graduating in 2025
Certificates & Badges
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Projects
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Languages
Arabic
Native
English
Native
Skills
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