Mashboob Cheruvakkadu Mohamed

Ph.D. candidate in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 39^th cycle (2023-2026)
Department of Electronics and Telecommunications (DET)

mashboob.cheruvakkadu@polito.it

Profile

PhD

Research topic

Optical Communication Networks, Machine Learning/AI for Optical Networks, Optical Network Tomography

Tutors

Research interests

Optical and Wireless Digital Transmissions Systems

Biography

Mashboob Cheruvakkadu Mohamed is currently pursuing a PhD in Electrical, Electronic and Communication Engineering at Politecnico di Torino on "MUR DM 117/Infinera - Synergistic use of AI&ML and physics models for optical network tomography from telemetry" . He received the Bachelor of Technology in Electrical and Electronics Engineering from Cochin University of Science and Technology (CUSAT), India (2008-12) and Master of Technology in Opto-electronics and Laser Technology from International School of Photonics, CUSAT, India (2016-18). He was granted Photonics Society of India (PSI) award for securing University First rank in MTech(2018) and Satish John Memorial Award by International School of Photonics, CUSAT for the best MTech Project(2018). He was granted Scholarship for BTech Studies by Govt of India and he had secured Graduate Aptitude Test in Engineering (GATE) Fellowship India for M Tech studies. Previously he had worked as Senior SW QA Engineer with Systems R&D, Infinera India and as Technical Specialist in Nokia Solutions and Networks in India with an overall Engineering Industrial experience of 8.5 years.

LinkedIn: https://in.linkedin.com/in/mashboobcm

Publications

Latest publications View all publications in Porto@Iris

Mohamed, Mashboob Cheruvakkadu; Ambrosone, Renato; Masood, Muhammad Umar; Malik, ... (2025)
Digital Twin-Integrated Binary Classifier ML Model for EDFA Failure Prediction. In: 2025 International Conference on Software, Telecommunications and Computer Networks (SoftCOM), Split (Cro), 18-20 September 2025, pp. 1-6. ISBN: 978-953-290-143-6
Contributo in Atti di Convegno (Proceeding)
Mohamed, Mashboob Cheruvakkadu; Masood, Muhammad Umar; Ambrosone, Renato; Malik, ... (2025)
Machine Learning Agents Leveraging Digital Twins for Failure Prediction in Optical Networks. In: 2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN), Barcelona (Spa), 26-29 May 2025, pp. 1-6. ISBN: 979-8-3315-2042-7
Contributo in Atti di Convegno (Proceeding)
Malik, Gulmina; Masood, Muhammad Umar; Cheruvakkadu Mohamed, Mashboob; Straullu, ... (2025)
Machine Learning for Predictive Multi-Event Detection in Fiber Optic Systems. In: 2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN), Barcelona (Spa), 25-29 May 2025. ISBN: 979-8-3315-2042-7
Contributo in Atti di Convegno (Proceeding)
Malik, Gulmina; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Cheruvakkadu Mohamed, ... (2025)
Intelligent Detection of Overlapping Fiber Anomalies in Optical Networks Using Machine Learning. In: 2025 IEEE Photonics Society Summer Topicals, Berlin (Ger), 21-23 Luglio 2025
Contributo in Atti di Convegno (Proceeding)
Malik, Gulmina; Masood, Muhammad Umar; Ambrosone, Renato; Dipto, Imran Chowdery; ... (2025)
Demonstration of Real-Time AI-Enabled Smart Fault Detection using State-of-Polarization Monitoring. In: 2025 25th Anniversary International Conference on Transparent Optical Networks (ICTON), Barcelona (Spa), July 06-10, 2025, pp. 1-4. ISBN: 979-8-3315-9777-1
Contributo in Atti di Convegno (Proceeding)