Currently I am a project fellow in IISER Kolkata. I completed MS in Physical Sciences from IISER Kolkata with IISER fellowship in 2015. I completed Bachelor of Technology (B.Tech) in Electronics & Communication Engg (ECE) from CEM,Kolaghat under WBUT, July 2012. I worked as a project fellow in IISER-K on several projects from Oct, 2012 to August 2013. At present I am exploring machine learning tools in biomedical domain. Besides I have expertization in signal processing and computer vision. In past I worked on Wind Engineering, Vertex Coloring (Graph Theory) and Nano-sciences. There are several patents filed in my name. I have more than 40 publications which includes books,journals and proceedings.
A two-stage framework for DIC image denoising and Gabor based GLCM feature extraction for pre-cancer diagnosis
Early stage detection of precancer using variational mode decomposition and artificial neural network
Efficacy of hidden markov model over support vector machine on multiclass classification of healthy and cancerous cervical tissues
Tissue multifractality and hidden Markov model based integrated framework for optimum precancer detection
Investigation of alterations in multifractality in optical coherence tomographic images of in vivo human retina
Wavelet and multi-fractal based analysis on DIC images in epithelium region to detect and diagnose the cancer progress among different grades of tissues
Pre-cancer detection by wavelet transform and multi-fractality in various grades of DIC stromal images