Education

• Ph.D in Electrical Engineering, Indian Institute of Technology Bombay, 2019 (expected)
• B.Tech. in Electronics and Communication Engineering, Dr. M.G.R. Educational and Research Institute Chennai, 2012

Publications

Sample Specific Generalized Cross Entropy for Robust Histology Image Classification

Fast, Self Supervised, Fully Convolutional Color Normalization Of H&E Stained Images

A 2021 update on cancer image analytics with deep learning

MoNuSAC2020: A Multi-organ Nuclei Segmentation and Classification Challenge

Deep learning-based segmentation accurately captures histological features in cancer-free lymph nodes of breast cancer patients

Satellite-Derived Bathymetry Using Deep Convolutional Neural Network

Deep learning to estimate human epidermal growth factor receptor 2 status from hematoxylin and eosin-stained breast tissue images

Assessments of cancer-free lymph nodes for the prediction of disease progression

Improving Histopathology Classification using Learnable Preprocessing

Robust active noise control: An information theoretic learning approach

Time frequency analysis: a sparse S transform approach

Work experience

• Lab Administrator 2014-19: Lab Administrator
  • Indian Institute of Technology Bombay
  • Duties included:
    • Building deep learning servers
    • Tutorials on PyTorch, TensorFlow, Python and GitHub
    • Tutorials on best coding practices
  • Supervisor: Professor Amit Sethi
• Project Staff 2012-13: Project Assistant
  • Indian Institute of Technology Hyderabad
  • Duties included:
    • Development of Piezo-electric sensor
    • Interfacing of the sensor with driver electronics
  • Supervisor: Professor Ranjith Ramadurai

Scholastic Achievements

• Recipient PG Passing-out Color (Sports), Gymkhana Awards 2018-2019, IIT Bombay
• Reviewer for CDC 2019
• Reviewer for MICCAI 2018
• Judge for e-Yantra Symposium(eYS) 2018
• Judge for Avriti 2018, Avriti 2017

Projects & Talks

Speaker at NVIDIA GTC 2021 on the application of robust loss functions in deep histopatholgy image analysis

April 12, 2021

Invited Talk at NVIDIA GTC 2021, Virtual Conference

Conference proceedings talk on Sample Specific Generalised Cross Entropy for Robust Histology Image Classification

April 06, 2021

Conference proceedings talk at IEEE International Symposium on Biomedical Imaging (ISBI), 2021, Virtual Conference

Guest speaker at Applications of AI in Healthcare, AICTE sponsored FDP

February 26, 2021

FDP at Virtual Workshop, Mumbai, India

2nd Indo-UK Cancer Informatics workshop

November 02, 2019

Tutorial at Tata Memorial Centre Advanced Centre for Treatment, Research and Education in Cancer , Navi Mumbai, India

Conference proceeding: 38th IEEE International Region 10 Conference (TENCON)

October 20, 2019

Conference Proceedings at Hotel Grand Hyatt, Kochi, India

Conference Proceedings: 2016 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)

October 25, 2016

Conference Proceedings at Phuket Graceland Resort, Phuket, Thailand

Service and leadership

• Mentored and collaborated in 10 master thesis at Electrical Engineering, IIT Bombay
• Coach and Manager for National Ultimate Frisbee Team, IIT Bombay (2017-2019)
• Sports Councilor, Hostel 1, IIT Bombay (2016-2017)
• Teaching Assitant for Introduction to Machine Learning, Digital Image Processing, Applied Linear Algebra, Matrix Computations.

Technical Skills