Biography
Professional with more than 7 years of experience in data-driven fault diagnosis and prognosis of rotating machinery. I got introduced to these fields during my PhD research at IIT Kharagpur, where I was advised by Prof. A. R. Mohanty. I am a trained Mechanical Engineer with proficiency in machine learning and programming. Always eager to leverage my domain knowledge and machine learning experience to tackle emerging problems in condition-based maintenance and Industry 4.0. An open source contributor aiming to demystify technical jargons through expository writing and code that would contribute towards understanding of digital transformation happening in mechanical/manufacturing industry. My open source contributions can be found here and my blogs can be found here. Beyond research, I like literature and music.
- Machine Learning
- Deep Learning
- Natural Language Processing
- Time Series Analysis
- Anomaly Detection
- Signal Processing
- Condition Based Maintenance
- Industrial Internet of Things
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PhD in Mechanical Engineering, (Continuing)
Indian Institute of Technology, Kharagpur, India
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MTech in Mechanical Engineering, 2015
National Institute of Technology, Rourkela, India
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BTech in Mechanical Engineering, 2013
Odisha University of Technology and Research (Formerly College of Engineering and Technology), Bhubaneswar, India