Wafa Essouri

Experience

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  Banque Zitouna

  Jul 2018 - Jul 2018

  Internship

  • Initiation to the services offered by the bank, management of customer counts, customer-bank relationships...

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  Altiad

  Jul 2019 - Aug 2019

  Trainee

  • Redesign of the company’s platform.

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  HRMAPS

  Feb 2020 - May 2020

  Internship: Final Graduation Project

  • Create and Manage all the expenses used by the employees of the company and create and manage the reports for them.• Develop REST API services in C#.• Build a user-friendly mobile application tailored for the HRmaps Project, streamlining expense management and report generation for employees to ultimately simplifying and enhancing the employment journey for the team.

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  Quant-Dev

  Feb 2022 - Jun 2022

  Data Science Intern

  • Conduct a comprehensive exploration and analysis of real data pertaining to the Chinese stock market, unearthing valuable insights and trends within the dataset.• Apply a wide range of methods, including the use of stylized facts, to conduct thorough data analysis.• Develop and implement a sophisticated LSTM model designed specifically for intraday stock movement prediction, harnessing the power of recurrent neural networks to enhance forecasting accuracy and enable informed trading decisions.• Forecast the forthcoming 5 minutes of stock returns by leveraging historical observations and time series data, enabling proactive decision-making and risk management.• Apply a linear regression model, guided by the underlying assumption of linear relationships, to establish a benchmark for evaluating and contrasting model performance. Show less

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  ATOMIC IT

  May 2023 - Apr 2024

  Data Scientist

  • Build datasets and dashboards to deliver transformed data and insights• Analyze and preprocess data for exploration and revealing insights.• Apply inference and statistical methods to evaluate the quality and accuracy of the data. • Analyze and visualize data to gather intuitions of ideal features and approaches. (Feature engineering, Feature selection)• Choose and implement adequate Machine Learning and Deep Learning models using Python .

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  ADER TECHNOLOGIES

  May 2024 - now

  Data Consultant

  • Analyse en temps réel (quotidien, hebdomadaire et mensuelle) des KPI de performance du réseau SFR pour Circet (gestion des incidents et maintenance corrective et préventive) • Transition des données d'Excel vers SQL Server pour une gestion plus performante des bases de données historiques et volumineuses. • Traitement des données pour garantir la fiabilité des analyses. • Mise en place de rapports et tableaux de bord pour optimiser la prise de décision de l'équipe de maintenance SFR.Skills: Power BI, Excel, SQL Server, Data preparation, Data visualisation et analysis, data reporting Show less