Hi, I'm Dileep Kumar
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My profile revolves around Artificial Intelligence and Mechatronics. Over the last seven years, I've been working on multidisciplinary projects related to Machine Learning, Deep Learning, Condition Monitoring, Embedded Systems, and Mechatronics. I have received a bachelor’s degree in Electronics Engineering and a master’s degree in Mechatronics Engineering from Mehran University of Engineering and Technology Jamshoro, Pakistan. Currently, I have been pursuing the Ph.D. degree at the Polytechnic University of Catalonia (UPC), BarcelonaTech, Spain. Besides, I'm working on other projects in the research group at the UPC. Previously, I have worked as a Design Engineer at the NCRA-Condition Monitoring System Laboratory at my Alma Mater. At this lab, I worked on various projects related to Railways and industrial systems. During the last seven years, I have authored or co-authored more than 20 research publications in peer-reviewed scientific journals.
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Latest Update:
➡️ Another research work titled "Enhancing Space Sensor Resilience with Transfer Learning in Data-Scarce Scenarios" from my doctoral research has been accepted in the Machine Learning: Science and Technology Journal (IF = 4.6, Q1 Journal).
➡️ Attended "INVICTA Spring School on VISUAL INTELLIGENCE, MEANINGFUL PATTERNS 2025" organized by the Visual Computing and Machine Intelligence - VCMI - group of the INES-TEC at Porto, Portugal.
Research Areas / Interests:
Research Areas / Interests:
Machine Learning / Deep Learning
Computer Vision
Condition Monitoring Systems
Virtual or Soft Sensors
Mechatronics
Embedded Systems
Industry 4.0 and 5.0
Smart Actuators
Measurement Systems
Skills / Expertise:
Skills / Expertise:
Programming Languages: Python, C/C++, and R
Embedded Boards: Arduino, Raspberry-Pi, STM Nucleo Board, Jetson Nano, and MyRio.
Software Tools: TensorFlow, Keras, PyTorch, Scikit_Learn Pandas, NumPy, Matplotlib, Seaborn, Plotly, Tkinter, SQL, Jupyter Notebook, MATLAB, and LabVIEW.
Personal Skills: Critical Thinking, Problem Solving, Resilience, Self-driven, Strong communication skills, and Team work.
Achievements and Awards:
Achievements and Awards:
Recieved "Travel grant for INVICTA Spring School" by AGUAR Barcelona, Catalonia, Spain.
Awarded with the "FI-SDUR Fellowship 2021" by Generalitat de Catalunya, Spain.
Awarded with research project funding through the "National Grassroots ICT Research initiative Program 2016"
Secured 3rd position in the "Final Year Project Exhibition Competition 2016"
Won the Robotic competition “Robo-intellect 2015” Pakistan.
Awarded with fully funded "Prime Minister’s National ICT Scholarship" for 4 years bachelor's degree program.
Reach me @ 📩dileep.kumar@upc.edu
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