Eslam Abuelella

Skills

Technical skills aligned with applied data science, geospatial analytics, and scalable analytical workflows.

Programming & Analytics

Python

R

SQL

Pandas

NumPy

Scikit-learn

Matplotlib

Seaborn

PySpark

TensorFlow

Keras

Databases

SQL Server

PostgreSQL / PostGIS

Cloud

Microsoft Azure

ArcGIS Online

Microsoft Azure (Administrator Certified)

Tools

Jupyter

RStudio

GitHub

VS Code

Spyder

Tableau

ArcGIS Pro

ArcGIS Enterprise

ArcGIS Dashboards

ArcGIS Experience Builder

ArcGIS Insights

QGIS

FME Form

Projects

Seismic Event Classification (ML – Research Grade)

Benchmarking classical machine learning models for multi-class classification of low-magnitude seismic events (M1–4) using USGS catalogue data under severe class imbalance.

Python scikit-learn Random Forest SVM Imbalanced Data

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🍁 CO₂ Emissions Drivers in Canadian Vehicles

PySpark and Tableau analysis identifying the strongest predictors of vehicle CO₂ emissions in Canada (1995–2023), using scalable Spark ML pipelines.

PySpark Spark ML Regression Tableau Big Data

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Linear Regression From Scratch

Matrix-based Ordinary Least Squares implementation from first principles, demonstrating explicit linear algebra, dummy variables, and interaction effects.

NumPy Linear Algebra Statistical Modelling

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PCA & Multivariate Analysis (R)

Principal Component Analysis of the Global Life–Work Balance Index, revealing global and Europe-only structures with policy and healthcare insights.

R PCA Multivariate Analysis Data Visualization Policy Analytics

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Blackjack Game Design (Python)

Console-based Blackjack game implementing deck simulation, scoring rules, Ace handling, and rule-based dealer logic.

Python Game Logic Control Flow Rule-Based Systems

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Certifications

• Microsoft Certified: Azure Fundamentals
  Microsoft · Verify credential →
  Microsoft Azure Cloud concepts Core services Governance
• Microsoft Certified: Azure Administrator Associate
  Microsoft · Verify credential →
  Microsoft Azure Identity Storage Compute Administration
• IBM Data Science Professional Certificate
  IBM · Coursera · View certificate →
  Data Science Machine Learning AI Python SQL Pandas NumPy Scikit-learn Data Visualization Jupyter
IBM Data Analyst Professional Certificate
IBM · Coursera · View certificate →
Data Analysis Dashboards Microsoft Excel Python SQL Pandas NumPy Spreadsheet Data Visualization Jupyter
• Geographic Information Systems (GIS)
  Coursera · View certificate →
  GIS Spatial Analysis ArcGIS Geospatial Data Heat Maps Data Quality Public Health Spatial Data Analysis

Publications