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imen-ayadi/README.md

Β  Β 

✦ Projects  ·  Experience  ·  Certifications  ·  Contact ✦

πŸ‘©β€πŸ’» About Me

"A Finance background taught me how data drives decisions. Data Engineering gave me the tools to act on it."


🏒NowData Engineer @ IMPACT Initiatives β€” Sudan & Libya operations
πŸŽ“EducationMSc Data Analytics (16.5/20) Β· BSc Finance β€” Tunis, Tunisia
πŸ”§BuildETL pipelines Β· Star-schema warehouses Β· Power BI dashboards
πŸ€–ResearchNLP capstone β€” RoBERTa Β· BERT Β· LLaMA-2 Β· Hugging Face
🌍DomainHumanitarian Data · Healthcare · E-commerce
πŸ“ΊCreateAnalytics Simplified β€” data insights on YouTube

πŸ› οΈ Tech Stack

Core

BI & Visualisation

ML & NLP

πŸ”­ Featured Projects

# Project Stack Link
🌍 Sudan Humanitarian Data Infrastructure β€” PostgreSQL star schema + Python ELT + Power BI across 55 clusters PostgreSQL Β· Python Β· Azure Β· Power BI IMPACT Initiatives
πŸ… Olympic Games 2024 Dashboard β€” athlete performance, medal counts, Paris 2024 Power BI Β· DAX Β· Bing Maps GitHub
πŸ₯ National Health Analysis β€” 55,500 patient records across 10 US hospitals Power BI Β· Excel Β· Power Query GitHub
πŸ•ŠοΈ Palestine-Israel Conflict Dashboard β€” casualties, infrastructure, financial impact Power BI Β· DAX Β· Data Journalism GitHub
πŸ›οΈ Olist Sales Analysis β€” 99K+ orders, ETL pipeline, XGBoost ML (88.4% accuracy) Talend Β· Power BI Β· XGBoost Β· Python GitHub
🏠 Libyan Household Realities β€” 1,109 households, service gaps, humanitarian planning Power BI Β· DAX Β· Excel IMPACT Initiatives
πŸ€– Smart Box β€” AI email management: categorisation, NER, sentiment, summarisation, response gen RoBERTa Β· BERT Β· LLaMA-2 Β· Docker GitHub

πŸ† Highlights

πŸ₯‡Best Project Award 2023 β€” Olist Sales Analysis (end-to-end ETL + ML + BI)
🌍Humanitarian data engineering at IMPACT Initiatives β€” Sudan & Libya field operations
πŸ€–Built NLP capstone Smart Box β€” 5-module AI email pipeline deployed on Hugging Face Spaces
πŸŽ“Certified: Google Data Analytics Β· Microsoft PL-300 Β· IBM Data Visualization Β· DeepLearning.AI

πŸ“Š Activity Graph


πŸ“ˆ GitHub Stats

πŸ† GitHub Trophies


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  1. Olympics_2024 Olympics_2024 Public

    An interactive Olympic Data Dashboard designed to visualize country performance, athlete demographics, and medal distribution using dynamic charts and maps. Built with Power BI, this dashboard show…

    2

  2. Smart-Box Smart-Box Public

    AI-powered email management system that automates email categorization, sentiment analysis, summarization, and response generation using NLP models and machine learning, enhancing communication eff…

    Python 2

  3. Commercial-pipeline-Opportunity Commercial-pipeline-Opportunity Public

    Developed a dynamic Sales Pipeline Dashboard to visualize key metrics such as lead conversions, win rates, and deal values across various time frames. This interactive tool empowers sales teams to …

  4. SuperStore SuperStore Public

    πŸ›οΈ Unveiling Store Insights through Power BI! πŸ“Š Exciting news to share: I've just unleashed a powerful Power BI Dashboard that delves deep into the core of my store's dynamics. πŸ¬πŸ“ˆ Featured at the h…

    1

  5. Fantastic Fantastic Public

    Transforming entertainment analytics with Agence-Fantastic BI Revolution. Using SSIS, SSMS, and Power BI, we empower "Fantastic" with predictive insights and dynamic strategies. Join us in shaping …

  6. Olist Olist Public

    Olist Brazil - Sales Insights and Machine Learning Predictions πŸ“ŠπŸ€– Developed sales dashboards and machine learning models to analyze customer behavior and product performance for Olist, a Brazilian …

    Jupyter Notebook 2

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