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Shaimaa Atraoui

🤖 Data Consultant
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👋 Hey!

I'm Shaimaa Atraoui, a passionate Data Consultant with a strong background in Data Science, Applied Mathematics, and Software Engineering. I thrive on turning complex data into actionable insights, using advanced machine learning techniques and data analysis tools. With experience across multiple industries, including finance and manufacturing, I enjoy solving challenging problems and bringing innovative solutions to life.

📚 Education

  • Master in Data Science, Applied Mathematics and Statistics

    • Institution: Institut Agro Rennes-Angers
    • Location: Rennes, France
    • Period: Sept 2022 to Dec 2023

  • Engineering Degree in Data and Software Engineering

    • Institution: Institut National de Statistiques et Économie Appliquée
    • Location: Rabat, Morocco
    • Period: Sept 2019 to July 2022

💼 Professional Experiences

  • Data Analyst at AY Automate LLC

    • Location: France
    • Period: Mar. 2024 to Aug. 2024
    • Responsibilities:
      • Workflow Optimization: Automated repetitive business processes by integrating AI-driven solutions, reducing operational workload by 30% and boosting efficiency.
      • Data-Driven Insights: Designed and deployed real-time Power BI dashboards synchronized with GIT/DevOps, improving decision-making speed by 40%.
      • Resource Efficiency: Implemented statistical models and process mining techniques to optimize resource allocation, delivering measurable cost and time savings for clients.

  • Data Scientist at Markem-Imaje

    • Location: Valence, France
    • Period: Feb 2023 to Aug 2023
    • Responsibilities:
      • Predict machine failures by implementing machine learning algorithms.
      • Implemented various results in Power BI dashboards and synchronized code in GIT/DevOps repository.
      • Tested and validated several ML/DL models for predictive maintenance such as SVM, LSTM, XGboost, etc.

  • Data Scientist/WebMethod Developer at Banque Centrale Populaire

    • Location: Casablanca, Morocco
    • Period: Mar 2022 to Aug 2022
    • Responsibilities:
      • Developed an ESB intermediary between customs systems and the bank, and published SOAP/REST/HOST web services using SoftwareAG tools.
      • Created a graphical interface and Power BI dashboards for managing, tracking, and analyzing exchanges between systems and data integration.
      • Participated as a key contributor in the API management project.

  • Data Scientist at Ministry of Interior, Morocco

    • Location: Morocco
    • Period: Summer 2021
    • Responsibilities:
      • Conducted in-depth data analysis for all cooperatives participating in the USAID program and identified eligible candidates for financial assistance using Python and IDinsight.
      • Created a Power BI dashboard to monitor the results.

🛠️ Skills

  • Programming Languages: Python, R, SQL, NoSQL, JAVA, PySpark, Scala, SAS, JavaScript
  • Tools/Expertise:
    • Python Libraries: Pandas, Numpy, scikit-learn, Tensorflow, Keras, Seaborn, Flask, Django, chatterbot, RASA.
    • Cloud: Azure DevOps, Azure Data analytics and ML
  • Other: GIT, SCRUM, Agile, UML, Merise, BPMN, PowerApps

🎓 Academic Projects(Final exams projects)

  • Red Traffic Light Detection

    • Description: Detection of traffic light panels and the displayed color using various ML and DL models.
    • Tools: Python, Deep Learning algorithms: CNN, SVM, RF.

  • Time Series Forecasting

    • Description: Modeling Tesla, Inc. stock using both R and Python languages.
    • Tools: Python, R, AR, MA, ARIMA models.

  • Inference of Cellular Deconvolution Models

    • Description: Estimation of cell type proportions within a bulk RNA-seq sample set from different cells using various algorithms.
    • Tools: R language, OLS, RLR, DeconRNA Seq, data analysis algorithms.

🏆 Certifications