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beshoy-shohdy/README.md

Hi, I'm Beshoy Shohdy 👋

AI & Machine Learning Engineer | Data Scientist | Computer Science Student

I'm a Computer Science student at Ain Shams University with a strong focus on Artificial Intelligence, Machine Learning, and Data Science.

I enjoy building practical solutions across the full data and AI workflow — from data collection and preprocessing to model development, evaluation, deployment, and automation.

Currently, I'm developing my AI/ML skills through hands-on training and projects, while building a strong foundation in Data Engineering.


🧠 About Me

  • 🎓 Computer Science Student at Ain Shams University
  • 🤖 Focused on Machine Learning, Deep Learning & Generative AI
  • 📊 Interested in Data Science & Data Analytics
  • 🔧 Strong foundation in Data Engineering & ETL
  • 🚀 Currently training as an AI Engineering Trainee at Samsung Innovation Campus
  • 📚 Continuously learning and building real-world projects
  • 💡 Interested in turning data into intelligent, practical solutions

🛠️ Tech Stack

🤖 AI & Machine Learning

Python Scikit Learn TensorFlow Keras

Machine Learning: Regression · Classification · KNN · SVM · Decision Trees · Random Forest · Clustering · PCA

Deep Learning: Neural Networks · CNN · RNN

Generative AI: NLP · LLMs · RAG · Fine-tuning · Prompt Engineering · Agentic AI


📊 Data Science & Analytics

Pandas NumPy Power BI

Data Science: Pandas · NumPy · EDA · Data Cleaning · Statistics · Probability · Linear Algebra

Visualization: Matplotlib · Seaborn · Power BI · Tableau · DAX


⚙️ Data Engineering

Apache Airflow Docker Apache Spark

ETL · Data Warehousing · Apache Airflow · PySpark · SSIS · dbt · Data Pipelines · Incremental Loading · SCD


🗄️ Databases

SQL Server MySQL Oracle

SQL · SQL Server · MySQL · Oracle SQL


🚀 MLOps & Deployment

MLflow · Flask · Streamlit · Gradio · Docker

🌐 Web Scraping

Requests · BeautifulSoup · Selenium

🔧 Tools

Git · GitHub · Jupyter Notebook · VS Code


🚀 Featured Projects

🚢 Titanic Survival Prediction

Machine Learning project predicting passenger survival using demographic and ticket-related features.

Highlights:

  • Data preprocessing and missing-value handling
  • Exploratory Data Analysis
  • Feature scaling with StandardScaler
  • Compared Logistic Regression, Decision Tree, KNN, and SVM
  • SVM achieved 82.8% accuracy
  • Evaluated models using Confusion Matrix and ROC Curve

Tech: Python · Pandas · NumPy · Scikit-learn · Matplotlib · Seaborn


🎬 Movie Data Analysis & Machine Learning

Data Science project analyzing 5,000+ movie records and applying supervised and unsupervised learning techniques.

Highlights:

  • Data cleaning and integration
  • Exploratory Data Analysis
  • Linear Regression
  • Decision Tree Regression
  • K-Means Clustering
  • Model evaluation using MSE and R²

Tech: Python · Pandas · NumPy · Scikit-learn · Matplotlib · Seaborn


🛒 Food Price Monitoring & Analytics Pipeline

End-to-end data pipeline for collecting and monitoring food prices from Amazon Egypt and Noon.

Highlights:

  • Automated web scraping
  • ETL and data transformation
  • Medallion Architecture
  • Azure Data Lake
  • Apache Airflow orchestration
  • Docker containerization
  • dbt transformations
  • Polars-based data processing

Tech: Python · Selenium · BeautifulSoup · Polars · Airflow · Docker · Azure Data Lake · dbt · SQL


👥 HR Analytics Dashboard

Interactive Power BI dashboard for analyzing workforce, payroll, and employee performance.

Highlights:

  • Star Schema data modeling
  • Fact and dimension tables
  • DAX measures
  • KPI cards
  • Workforce analysis
  • Payroll analysis
  • Performance analysis
  • Year-over-year comparisons

Tech: Power BI · DAX · Power Query · Star Schema · Data Modeling


📚 Bookstore Data Warehouse & ETL

End-to-end Data Warehouse project transforming a bookstore OLTP database into an analytics-ready Star Schema.

Highlights:

  • Fact and dimension modeling
  • Surrogate keys
  • SCD Type 2
  • Bridge table for many-to-many relationships
  • SSIS ETL pipeline
  • Lookup transformations
  • Incremental loading using a watermark table

Tech: SQL Server · SSIS · Data Warehousing · ETL · Star Schema


💼 Experience

Samsung Innovation Campus

AI Engineering Trainee | Aug 2026 – Present

Developing practical skills in:

Machine Learning · Deep Learning · NLP · Computer Vision · LLMs · RAG · Fine-tuning · MLflow · Model Deployment · Prompt Engineering · Agentic AI


Digital Egypt Pioneers Initiative — DEPI

Data Engineering Trainee | Nov 2025 – Jul 2026

Worked with:

Python · SQL · PySpark · Apache Airflow · ETL · Data Warehousing · SSIS · SQL Server · Web Scraping


ACM ASCIS

Training | Oct 2024 – May 2025

Focused on:

C++ · Data Structures · Algorithms · Competitive Programming · Problem Solving


📜 Certification

DECI Level Two Ministry of Communications and Information Technology — MCIT


📈 Currently Learning

  • Advanced Machine Learning
  • Deep Learning
  • NLP & LLM Applications
  • Retrieval-Augmented Generation
  • MLOps
  • AI Agents
  • Data Engineering
  • Model Deployment

🤝 Let's Connect

I'm always interested in connecting with people working in AI, Machine Learning, Data Science, and Data Engineering.

🌐 Connect with me

LinkedIn

GitHub

📧 Email: beshoyshohdy123@gmail.com


💡 Building with data. Learning with AI. Engineering intelligent solutions.

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