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AliElsabaa/README.md

Ali Elsabaa

Data Analyst & BI Developer · AI/ML Background · ITI Graduate

Results-driven Data Analyst and BI Developer with a solid foundation in AI engineering. I build end-to-end BI solutions — from database design and ETL pipelines to interactive dashboards and automated reporting. Before focusing on analytics, I worked as an AI Engineer on ASR systems and computer vision projects — giving me a deeper understanding of data pipelines and what it takes to turn raw data into reliable decisions.


🔧 Tech Stack

BI & Analytics Power BI · DAX · Power Query · SQL Server · SSIS · SSRS · Tableau · n8n

Programming & Data Python · Pandas · NumPy · Matplotlib · Seaborn · Scikit-learn

AI & ML PyTorch · OpenCV · YOLOv12 · NLP · ASR · Computer Vision

Cloud & Tools AWS · Docker · Kafka · FastAPI · Git


🚀 Featured Projects

Full end-to-end BI solution for Egyptian restaurants · Team of 5 · ITI Graduation Project

15-table SQL Server OLTP database · Galaxy Schema Data Warehouse · 6 SSRS Reports · 20 Dashboards (16 Power BI + 4 Tableau) · Real-time COD risk alerts via n8n + Telegram

My contributions: Data generation & population · T-SQL stored procedures · 4 Menu & Ingredients dashboards · Full n8n automation pipeline


Power BI · DAX · Star Schema · HR Domain · DataCamp End-to-End Project

4-page interactive dashboard analyzing employee attrition and performance across 1,470 employees. Covers demographics, performance tracking, and attrition drivers by role, tenure, and travel frequency.

🔗 screenshots


Tableau · Parameters · Drill-down Actions · ITI Course Project

3-dashboard Tableau project covering sales summary, product analysis, and customer behavior across 150 customers and 53 products. Features dynamic Top N filters, drill-down hierarchy, and geographic profit maps.

🔗 Live Dashboard on Tableau Public


Python · Pandas · Multilingual NLP · AI/ML Assessment

End-to-end analysis of 3,150 multilingual purchase order items (Arabic + English). Built custom language detection, three categorization strategies (revenue-based, keyword-based, Product ID pattern), and documented trade-offs with a business recommendation.


Python · YOLOv12 · OpenCV CSRT · Computer Vision

Click-to-track system using YOLOv12 for detection and OpenCV's CSRT tracker for frame-by-frame tracking. Automatically re-detects lost objects using confidence-threshold re-detection.

🔗 Demo Video


Python · YOLOv12 · Kafka · FastAPI · Streamlit · Docker · Microservices

Microservices computer vision system detecting hygiene violations in a pizza store in real time. Custom-trained YOLO model detects bare-hand usage in ingredient ROIs across a Kafka-based pipeline with a Streamlit frontend.


📬 Connect

LinkedIn Email Tableau

📍 Mansoura, Egypt · Open to Remote · Open to Relocation

Pinned Loading

  1. aajil-purchase-order-categorization aajil-purchase-order-categorization Public

    Multilingual purchase order item categorization — Arabic & English EDA, revenue segmentation, keyword analysis, and Product ID pattern discovery.

    Jupyter Notebook

  2. atlas-labs-hr-analytics-powerbi atlas-labs-hr-analytics-powerbi Public

    HR Analytics dashboard built in Power BI analyzing employee attrition and performance for Atlas Labs | DataCamp Case Study

  3. ITI-Graduation-Project ITI-Graduation-Project Public

    Forked from mazen-alasas/ITI-Graduation-Project

    Graduation Project for ITI 4 Months program, Power BI Development Track, Mansoura Branch

    Python

  4. pizza_scooper_detection pizza_scooper_detection Public

    Microservices computer vision system detecting hygiene violations in a pizza store — YOLOv12 object detection, ROI monitoring, Kafka pipeline, and Streamlit frontend. Python · Docker · FastAPI

    Python

  5. real-time-object-tracking real-time-object-tracking Public

    Real-time object tracking using YOLOv12 for detection and OpenCV CSRT for tracking — with automatic re-detection when the object is lost.

    Python

  6. Retail-Sales-Tableau-Dashboard-ITI Retail-Sales-Tableau-Dashboard-ITI Public

    Tableau project for retail data