During my internship at Ebryx, I worked closely with the cybersecurity team on anomaly detection, primarily focused on system logs. My key responsibilities and achievements include: • Conducted in-depth research on anomaly detection algorithms, identifying and evaluating several approaches that best aligned with the company's dataflow requirements. • Visualized the outcomes of the top algorithms, delivering a detailed comparative analysis to justify the selected solution. • Successfully implemented the chosen algorithm for real-time system log monitoring, optimizing the process to conduct checks every five minutes. • Contributed to enhancing the company’s cybersecurity posture by integrating a robust, automated anomaly detection system that proactively identifies and flags suspicious activity.