- Developed an advanced application for analyzing automotive brand mentions, with capabilities for sentiment classification and comment segmentation, surpassing Brandwatch in accuracy, particularly for the Algerian dialect.- Designed and implemented dynamic dashboards using Dash and Streamlit for enhanced data visualization.- Managed and optimized automated workflows through GitHub Actions for continuous integration and streamlined deployment.

- Leveraged Python libraries like NumPy and Pandas to perform advanced data analysis and streamline data workflows.- Integrated external APIs to automate data retrieval and enrichment, ensuring comprehensive and up-to-date datasets.- Developed web and app scraping solutions for competitive intelligence, automating data extraction from various online sources to support strategic decision-making.

- Identified cash flows and profitability for railway projects.- Conducted financial analyses for feasibility studies, including scenario modeling for accurate forecasting.- Prepared detailed feasibility study reports.

- Analyzed extensive datasets to uncover trends and critical insights, leveraging software and algorithms to automate repetitive tasks and enhance process efficiency.- Performed data cleaning and preprocessing to ensure accuracy and usability.- Developed comprehensive reports and summaries to provide clients with actionable insights.

- Identified cash flows and profitability for railway projects.- Conducted financial analyses related to feasibility studies, including scenario modeling for informed forecasting.- Prepared feasibility study reports and conducted field visits and surveys to assess client demand.

Préparation d'un mémoire de fin d'études et dont l'intitulé est le suivant : "Gestion des opérations de hedging par les options. Application à la structure Risk Management".