Project information
- Category: Machine Learning
- Project date: 20 Sep, 2023
- Project URL: Privatised work done on Pycharm IDE
Project Details
Taking up a role as a Machine Learning Engineer at Kore Wireless, I focused on crafting an anomaly detection system using the Isolation Forest algorithm for NetFlow burst detection. This experience broadened my skill set across data science, machine learning, and networking. I gained insights into deploying machine learning models in practical scenarios, emphasizing result interpretation and effective communication through visualization. Challenges included adapting the model to evolving network behaviours, and implementing predictive maintenance strategies for enhanced equipment reliability.