Sep 2023 – May 2024 · 8 mos · HealthyAI lab · On-site

• Dissertation on Robust Medical Image Analysis using Privileged Information
• Conducted a comprehensive study on the role of Privileged Information (PI) in enhancing domain adaptation for medical image classification. The research focused on leveraging PI, such as binary attributes or bounding boxes, to improve model adaptability across diverse domains. The study demonstrated that integrating PI significantly increased classification accuracy and stabilized prediction performance, especially in handling domain shifts. Findings highlighted the importance of both the quantity and correlation of PI with output labels, emphasizing strategic use of PI during model training to enhance diagnostic accuracy and improve patient outcomes

Dec 2021 – Jun 2022 · 6 mos · Fukuoka, Japan

• Conducted EEG-based research to explore the relationship between social identity and social bias using MATLAB, Python, and the EMOTIV EEG headset. The study focused on analyzing brain activity patterns associated with social identity processing and implicit biases. Leveraged advanced signal processing and machine learning techniques in MATLAB and Python to extract and interpret EEG data, identifying neural correlates of bias. This research provided insights into the neural mechanisms underlying social bias, contributing to a deeper understanding of cognitive processes related to identity and bias formation.

Aug 2021 – Nov 2021 · 3 mos · India

• Designed and implemented an augmented reality-based automatic switch control system, including the development of the associated code for the AR device.

Apr 2021 – Jul 2021 · 3 mos · Orange County, California, United States

• Employing MATLAB and Python for EMG signal classification to identify crucial features for minimizing sensor requirements and enhancing operational analysis.

Jan 2021 – Feb 2022 · 1 yr 1 mo

May 2020 – Jan 2021 · 8 mos

• Student chapter at VIT Vellore

Dec 2018 – Jun 2022 · 3 yrs 6 mos

• Student chapter at VIT Vellore

Nov 2020 – Feb 2021 · 3 mos · Bengaluru, Karnataka, India

Jun 2019 – Jul 2019 · 1 mo · Singapore

• Research on cochlear implant magnets and to find suitable alternatives to permanent magnets to enable safe MRI scanning

May 2019 – May 2019 · 0 mo · I3D Lab, CPDM, IISc

• Image processing for wireless control of electronics

Dec 2018 – Feb 2020 · 1 yr 2 mos · Vellore, Tamil Nadu, India

• Worked on organising ideathons and hackathons at the student chapter at VIT VELLORE

Oct 2018 – Oct 2018 · 0 mo · VIT university, Vellore

• Created a basic AR game using unity and c#

May 2018 – Jul 2018 · 2 mos · UTSAAH lab CPDM, IISc · On-site

• Created a basic four wheeler robot

Aug 2017 – Aug 2017 · 0 mo · Bengaluru, Karnataka, India