Hoda Dades

• GitHub for Version Control: Managed and tracked code versions using GitHub Desktop and Server, ensuring efficient collaboration, code integrity, and seamless deployment of dashboards and machine learning models. • API Integration: Connected and utilized APIs to automate processes and retrieve essential data for machine learning projects and CRM analyses, streamlining workflow and enhancing data accessibility. • Anaconda for Environment Management: Used Anaconda to create and manage Python environments, ensuring compatibility and efficiency in developing predictive models and data-driven applications. • PyCharm for Development: Developed and debugged Python scripts and machine learning models using PyCharm, optimizing workflows and maintaining code quality for production-ready applications. • Machine Learning and Predictive Modeling: Implemented advanced algorithms to predict and analyze data, leveraging graph theory (NetworkX) and Monte Carlo simulations for enhanced decision-making. • Dashboards Development and Deployment: Created and deployed interactive dashboards to visualize CRM data, pricing trends, and network insights, enabling actionable business intelligence. • Data Virtualization and Geocoding: Enhanced data integration through virtualization and provided location-based insights using geocoding techniques, enriching analysis and decision-making capabilities.