Nacer Kroudir

• Designed dashboards on Superset for Orange mobile applications product owners across 17 countries (Europe, Asia and Africa), and animated presentations to share analysis and insights. • Developed and managed a centralized database integrating data from multiple SQL and NoSQL databases. • Contributed to developing a chatbot using generative AI to automatically respond to comments on app stores. • Tools: Python, Gitlab, Apache Superset, MongoDB, PostgreSQL, Red Hat OpenShift, LLM

• Contributed to customer-oriented projects: translation project for RENAULT using GenAI / forecast of groundwater levels in France for summer 2024. • Developed an open-source library called FairMango and integrated it with a SaaS platform to create fair models, ensuring compliance with the EU AI Act. A major advantage for the platform over competitors such as Dataiku. • Tools: Python, Git, Pandas, Scikit-Learn, LLM, FastAPI, Parsers, Matplotlib, Seaborn, Pytest, Série temporelle.

• Developed an artificial intelligence system to predict travel times between two points, reducing costs of using the GoogleMaps API for Yassir. • Simulated and evaluated the model's performance over different areas, resulting in a hybrid solution that leveraged the AI model in data-rich areas and the GoogleMaps API in areas with limited data. • Tools: Python, Pandas, Numpy, Scikit-Learn, Matplotlib, Seaborn, Folium.

• Built an IoT based security camera using Raspberry-pi. • Implemented face detection and tracking on two axis of motion using servo motors. • Devoloped face recognition and an alarm system that saves the identity of any intruder. • Tools: Python, C, OpenCV, Raspberry-pi.