Supervision

Ph.D. Supervision (4 completed, 5 on-going)


Thesis Title: Self-Supervised Learning-based Approaches for Computer Vision Applications 


Thesis Title: Deep Learning Models for Cardiac Abnormality Detection from ECG Signals: An Interpretability Perspective 

Current Affiliation: Consultant-1, Eli Lilly and Company 


Thesis Title: Anomaly Detection in Oil Well Drilling Operations Using Artificial Intelligence-based Approaches

Current Affiliation: Assistant Professor, Dept. of Computer Science & Engineering, IIT Dharwad


Thesis Title: Estimation of Petro-physical Properties for Reservoir Characterisation Using Advanced Machine Learning Approaches

Current Affiliation: Assistant Professor, Dept. of Computer Science & Engineering, Rajiv Gandhi Institute of Petroleum Technology (Energy Institute), Bengaluru.  


Thesis Title: Non-Intrusive Human Sensing: Techniques and Applications

Current Affiliation: Data Scientist, Eli Lilly and Company 

M. Tech. Supervision (11 completed, 4 on-going)

2024-2025

Amiya Ranjan Panda & Ujjwal Mawar

Thesis Title: Counterfactual Explanations for Deep Learning-based Remaining Useful Life Prediction

Shantanu Shrivastav & Susmit Das

Thesis Title: Explainable Event Detection and Diagnosis for Smart Environments Using Neuro-Symbolic Methods

2020-2021

Rashika Sharma 

Thesis Title: Context-based Failure Prognosis Using Deep Learning

Mayank Verma

Thesis Title: Interpretation of Attention-based CNN and Transformer Neural Network for ECG-rhythm classification

Shivam Maurya

Thesis Title: Analysis of Model Compression Techniques for Detecting Atrial Fibrillation on Mobile Devices

2017-2018

Subash

Thesis Title: User Activity Recognition in Multi-user Smart Environments

Suweta Shakya

Thesis Title: Rig Activity Recognition in Oil Well Drilling Operation using Artificial Intelligence-based Approaches

Sudip Suprakash Pati

Thesis Title:  Reservoir Property Estimation using Neural Networks

2016 - 2017

Supreeti Katiyar

Thesis Title: Stuck-Pipe Problem Detection in Oil-Well Drilling Operations Using Artificial Intelligence Techniques

Prashant Kumar

Estimation of porosity from Seismic Data and Well Logs using Deep Learning

Manish Singh

Thesis Title: Behaviour Modelling  From Activity Recognition

2015-2016

Simarjot Kaur

Thesis Title: Deep learning for Time series Prediction

Hardeep Singh

Thesis Title: Modified Condensed Nearest Neighbour for Maintenance of Case-based Reasoning System