Professional with 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.
PhD in Mechanical Engineering, (Continuing)
Indian Institute of Technology, Kharagpur, India
MTech in Mechanical Engineering, 2015
National Institute of Technology, Rourkela, India
BTech in Mechanical Engineering, 2013
Odisha University of Technology and Research (Formerly College of Engineering and Technology), Bhubaneswar, India
View source on GitHub Github keeps several analytics information about every repository. One such information is the Traffic to a repository. This report can be found under Insights => Traffic page.
Run in Google Colab View source on GitHub Download notebook In this post, we will discuss about IndexedSlices class of Tensorflow. We will try to answer the following questions in this blog:
View source on GitHub Download code (.zip) This code has been merged with D2L book. See PR: 1756, 1768 This post contains Tensorflow 2 code for Attention Mechanisms chapter of Dive into Deep Learning (D2L) book.
Run in Google Colab View source on GitHub Download notebook In this post, we will read multiple csv files using Tensroflow Sequence. In an earlier post we had demonstrated the procedure for reading multiple csv files using a custom generator.
Run in Google Colab View source on GitHub Download notebook In many engineering applications data are usually stored in CSV (Comma Separated Values) files. In big data applications, it’s not uncommon to obtain thousands of csv files.