Implemented a robust data analytics initiative involving in-depth churn analysis and cluster analysis on extensive customer datasets. The churn analysis unearthed patterns and indicators of customer attrition, empowering the development of targeted retention strategies to proactively address customer turnover. Simultaneously,…
I spearheaded the end-to-end development of chatbots using a technology stack centered around React for the front end and a Python API as the backend. These chatbots were deployed using Azure Static Web Apps for the web application and Azure…
Implemented a Network Intrusion Detection System (NIDS) using machine learning algorithms and network traffic analysis. The project involved the development of anomaly detection models to identify and alert on potential security threats and unauthorized activities within a network. Utilized datasets…