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abdallahabukhalil/README.md

Abdallah Abukhalil

Data Analyst · Analytics Engineer

B.Sc in Stat & CS - Ain Shams University


I work with data to understand what is happening, why it is happening, and what we can learn from it.

Currently exploring Machine Learning and the intersection of data & media.


LinkedIn      GitHub

Python · SQL · Power BI · Excel Pandas · DAX · FastAPI · Git


Selected Work

Projects where I worked with data from collection to analysis and insight.



InsightHub Logo

InsightHub

Job Market Analytics Platform


A graduation project built to make job market data easier to explore by bringing job listings, market trends, career information, and other resources into one platform.

As Project Lead & Data Analyst, I led the analytics side of the project — building the data workflows and the Analytics Engine behind the platform's insights.

Raw Data → Refresh Stage → Shared Data → Analytics Engine → Endpoints → Insights


10K+

job records per run

65%

less repeated processing

1.9×

Junior → Lead salary growth

70%

higher Senior demand

What I Built

  • Backend Analytics Engine using Python, Pandas, FastAPI, and Requests
  • Data collection, cleaning, transformation, and preparation workflows
  • Classification and caching logic reducing repeated processing by up to 65%
  • Dynamic KPIs and calculations for platform dashboards
  • Geocoding and multi-currency conversion for data enrichment
  • APIs connecting the analytics layer with the Backend and Flutter teams

What I Found

Salary Growth:
Junior → Lead roles showed around 1.9× salary growth.


Senior Demand:
Senior positions showed approximately 70% higher demand in the gig economy.


The analysis turned the collected job data into a clearer view of how roles, salaries, and demand change across the market.

Python · Pandas · FastAPI · Requests · spaCy · Git · GitHub


Documentation →   ·   Analytics Engine →   ·   Full Project →   ·   Organization →


Apple Retail Sales

Analysis · DEPI


A collaborative Power BI project exploring 2024 Apple retail sales data covering $1B in revenue and 1M units sold.

The project focused on product performance, sales patterns, and warranty data while using Git and GitHub for team collaboration.

A Few Numbers


$1B

revenue

1M

units

$337M

top categories

66%

faster delivery

What I Built

  • Cleaned and preprocessed data and designed a star schema.
  • Used Git and GitHub for version control and team collaboration, reducing project delivery time by 66%, from 30 days to 10 days.
  • Contributed to standardizing the dashboard layout and grid structure.

What I Found


  • Tablets and Accessories generated $337M in revenue.
  • Beats Fit Pro generated $21.7M, despite AirPods Pro selling more units.
  • Git and GitHub reduced delivery time from 30 days to 10 days.

Power BI · DAX · Git · GitHub


View Project →


Other Projects & Code Collections



What I'm Exploring

Machine Learning

Supervised Learning · Modeling · Data-driven prediction

I'm building on my background in statistics and data analysis to understand how machine learning can answer a wider range of questions.

Explore my Machine Learning Journey workspace →


Data × Media

I'm also interested in how data can work with advertising, content, and the broader media industry.


Let's connect

LinkedIn      GitHub

Always learning. Always building.

Pinned Loading

  1. InsightHubapp/InsightHub InsightHubapp/InsightHub Public

    A career platform that collects and analyzes job market data, helping users explore career trends and discover meaningful insights, find relevant opportunities, suggest their career fit, stay updat…

    Dart 1

  2. DEPI-Project DEPI-Project Public

    Forked from ALI-FADLOUN/DEPI-Project

  3. Machine-Learning-Journey Machine-Learning-Journey Public

    Documenting my personal journey of learning and applying Machine Learning

    Jupyter Notebook