Indian Institute of Technology Indore (May 2021 - Present)
Ph.D. in Computer Science and Engineering, CPI: 8.91/10
National Institute of Technology Raipur (July 2016 - July 2018)
M.Tech. in Information Technology, CPI: 8.32/10
Chhattisgarh Swami Vivekananda Technical University (Aug. 2011 - June 2015)
B.E. in Electronics and Telecommunication, CPI: 8.66/10
Research
Enhancing Adversarial Robustness of Medical Image Segmentation (Apr 2024 - Present)
Devised a novel adversarial defence to reduce adversarial attack success rates on medical image segmentation models.
Detection of anomaly samples in Medical Image Segmentation (Apr 2023 - Mar 2024)
Developed a novel detection method employing consistency analysis for distinguishing adversarial and OOD samples.
Trustworthy Medical Image Segmentation Models (Apr 2022 - Mar 2023)
Created a method for enhancing model trustworthiness and improving segmentation outcomes.
Adversarial Attacks on Medical Image Segmentation Models (Sep 2021 - Mar 2022)
Designed an attack architecture achieving over 99% attack success on segmentation models.
Heart rate monitoring using non-contact face videos (Jan 2021 - Jul 2023)
Proposed a remote healthcare framework leveraging deep learning for cardiac activity monitoring.
Impact of Feature Selection on EEG Based Motor Imagery (Jul 2017 - Jul 2018)
Examined feature selection's impact on EEG data classification for motor imagery tasks.
Teaching Assistant, IIT Indore (Jul 2021 - Dec 2024)
Project Research Scholar, IIT Indore (Jan 2021 - Jul 2023)
Research Programmer, National Informatics Center (Jul 2018 - Dec 2019)
Position of Responsibilities
Mentorship: Supervised undergraduate and post-graduate students in their projects.
Coordinator: Symposium 2.0, a 3-day annual technology event organised by the Department of CSE, IIT Indore.
Coordinator: SERB-sponsored Karyashala event, a 7-day high-end workshop organised by the Deep Intelligence Lab, Department of CSE, IIT Indore.
Affiliate Member: Cyber-Physical System Drishti Club, a Technology Innovation Hub at IIT Indore.
Extracurricular activities
1. Actively participated in IIT Indore’s computer education awareness program, providing government school students with insights into recent technologies and career guidance.
2. Designed the departmental logo and t-shirts for the Department of CSE at IIT Indore.
3. Contributed to the paper-bag distribution program to raise awareness against the use of polythene bags, organised by the AVANA club (a social welfare initiative) at IIT Indore.
4. Participated in the workshop on Medical Signal and Image Processing organised by the Department of CSE, NIT Raipur.
5. Achieved pre-senior and senior general knowledge test certificates with a score of 90% in both.
6. Awarded running shields for achieving the highest grades in mathematics.