Machine Learning · Deep Learning · Generative AI & RAG · Computer Vision · Data Analytics
Turning data into clear insights and building practical AI solutions across ML, Deep Learning, Generative AI, and Business Intelligence.
I'm a Computer Science graduate focused on Artificial Intelligence, Machine Learning, Deep Learning, and Data Analytics.
I build practical projects across Computer Vision, RAG, predictive modeling, and Business Intelligence, combining AI engineering with data-driven problem solving.
My work spans both traditional Machine Learning and Deep Learning, from analytical prediction models to CNN–LSTM video intelligence systems.
Regression Classification Feature Engineering Model Evaluation Predictive Modeling
Neural Networks CNN RNN LSTM ResNet Transfer Learning Video Classification
RAG Embeddings BM25 TF-IDF Cosine Similarity Arabic NLP AraBERT Whisper
SQL Server PostgreSQL Docker Git Jupyter Google Colab Kaggle n8n
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Deep Learning + Computer Vision Explainable CCTV video-analysis system that classifies temporal video segments as Normal, Violence, or Weaponized Violence. The model combines ResNet18 for spatial feature extraction with LSTM for temporal sequence modeling. Also includes an incident timeline, probability analysis, person detection in alert scenes, annotated video, and downloadable reports. Architecture
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Generative AI + NLP + Information Retrieval Arabic and Egyptian-Arabic technical-support assistant combining BM25 keyword retrieval with multilingual semantic search. The system retrieves relevant knowledge chunks and provides them as grounded context for LLM-generated answers. Pipeline
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Data Analytics + Business Intelligence Power BI analytics project transforming cleaned transaction data into a three-page interactive business report. The dashboard analyzes revenue, products, customers, purchasing patterns, geographic performance, and returns. Tech
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Machine Learning + Predictive Modeling Machine Learning classification workflow for analyzing physical-fitness measurements and predicting body-performance classes. The workflow covers EDA, preprocessing, feature analysis, model training, and evaluation. Tech
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📈 Excel Sales Performance Dashboard — Interactive Excel dashboard using PivotTables, PivotCharts, KPI cards, slicers, and connected navigation.
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🗄️ E-Commerce SQL Database — Microsoft SQL Server relational database covering core e-commerce workflows and analytical queries.
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DigiLians
Artificial Intelligence Machine Learning Deep Learning Data Analysis NLP Computer Vision
United International Company for Packing Vegetables and Fruits
May 2023 – October 2023
Experience in workplace safety, occupational health, risk awareness, and operational procedures.
DigiLians — Egyptian Military Academy / Military Technical Education
December 2025 – Present
9-Month Diploma · Grade: Very Good
El Obour Higher Institute for Management and Computers — Elsharqaya
2019 – 2026 · Grade: Very Good
Microsoft Certified: Power BI Data Analyst Associate Microsoft
IBM AI Engineering IBM / Coursera
Artificial Intelligence Engineer 2 Coursera
Google Data Analytics Google / Coursera
Data Analyst L1 Coursera
