Fatima Ezzahra Amraoui

• • Automation of audit controls and multi-source data reconciliations (Excel, PDF, Outlook, web scraping) with

Python, pandas and NumPy.

• • Use of NLP (NLTK, Sentence Transformers, TensorFlow) to analyze documents, detect similarities and extract

key information.

• • Development of internal tools with Tkinter, Streamlit and PyInstaller to facilitate use by auditors.

• • Automation of Power BI reporting and dashboards to improve KPI monitoring and data reliability.

• • Preparation, control and consolidation of data (Excel, SQL, Python) to ensure reliability of extraction and transformation processes.

• • Statistical analysis on social barometers with PCA to identify trends and interpret results.

• • Design of interactive dashboards in Power BI for sales and KPI monitoring.

• • Development of credit scoring models, sales forecasting and customer segmentation with Python.

• • Training of Machine Learning models to assess risk and detect trends.

• • Deployment of models with Flask, Heroku and Git.