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ibtissamlabyady/README.md

Hi, I'm Ibtissam Labyady 👋

I'm a Data Analyst & Data Engineer focused on turning raw data into clear metrics, dashboards, and repeatable reports. I work across the data lifecycle, from understanding a business question and validating its data to presenting useful results.

Based in Morocco · Arabic, French, and English

Upwork LinkedIn

Things I work with

Tools

Python SQL Power BI Excel Tableau Google Sheets Git

Methods

Data cleaning Data transformation KPI analysis Dashboard design ETL Reporting automation Data validation Requirements analysis

Exploring

Machine learning LLMs RAG

My RAG portfolio project is currently in planning.

Portfolio projects

I am building these projects progressively. The sales dashboard has a working local MVP with synthetic data; the reporting pipeline and RAG assistant are currently project briefs and roadmaps. Each README distinguishes implemented features from planned work.

Project Focus Current status
Data Analysis Dashboard Sales KPIs, Python cleaning, SQL, and interactive Streamlit charts Working MVP · Synthetic data
Automated Reporting Pipeline Validated, repeatable report generation Planning
RAG AI Assistant Document retrieval and answers with citations Planning

The dashboard includes runnable Python and SQL, documented sample data, a real application screenshot, CSV export, and 14 automated tests. Its figures demonstrate the analysis workflow; they do not represent client results. I will extend the other projects with code and evidence as they develop.

Background

I studied computer science at École des Sciences de l'Information (ESI) and have worked in data analysis and consulting roles. My approach connects technical delivery with requirements, data quality, and the needs of the people using the result.

Pinned Loading

  1. data-analysis-dashboard data-analysis-dashboard Public

    Interactive sales analytics portfolio demo with Python, SQL and Streamlit. Synthetic data, tested KPIs, filters and CSV export.

    Python

  2. automated-reporting-pipeline automated-reporting-pipeline Public

    Planned reproducible reporting pipeline portfolio project using Python, SQL, and scheduled workflows.

  3. rag-ai-assistant rag-ai-assistant Public

    Planned retrieval-augmented AI assistant portfolio project with grounded answers and source citations.