Research Projects:
Research Projects:
Deep Learning and Image data-based surface cracks recognition of laser nitrided Titanium alloy (A collaborative project with a postdoctoral researcher @ Queen's University Belfast, UK 2023)
Deep Learning for Improving Resilience of the Sensors in Mars Exploration Missions (PhD research project 2022-2025)
Industrial and Railway Machine Condition Monitoring Systems using Machine Learning and Deep Learning Algorithms. (Project @ NCRA Condition Monitoring Lab @ Mehran University of Engineering and Technology Jamshoro, Pakistan 2019-2021)
IoT based Condition Monitoring of induction motor. (My master's degree project 2019)
IoT Based Remote Monitoring and Control of an Agricultural Chamber. (My bachelor's degree project 2016)
Supervised Theses:
Induction Motor Fault Detection and Classification Using Thermal Images and Deep Learning (A Master's Degree project from Mechatronics Department of Batch-2020 @ Mehran University of Engineering and Technology Jamshoro, Pakistan)
Broken Rotor Bar Fault Identification using Current Signature Data and Deep Learning. (Bachelor's Degree Group Project from 17 Batch @ Mehran University of Engineering and Technology Jamshoro, Pakistan)
A Deep Learning based Non-invasive and Real-Time Fault Detection System for 3-Phase Induction Motors. (Bachelor's Degree Group Project from F16 Batch @ Mehran University of Engineering and Technology Jamshoro, Pakistan)