Characterizing and Auditing Privacy Policies of Indian Hospitals

This work aims to characterize the contents of the privacy policy of Indian Hospitals. We first look into how the content quality of privacy policies vary across Indian Hospitals. Then, we try to identify how similar/dissimilar these policies are, and how much they align with the Indian laws. We also look into policies of various other countries like the UK, US, Germany, and Canada, and draw comparative insights of their policies w.r.t. Indian Policies.

Developing Domain-specific Metrics to Perform a Comparative Analysis of Query-Focused Medical Summarization Techniques

In this work, we use a benchmark medical QFS dataset to compare the performance of a total of six summarization models and a perform detailed error analysis. We propose a novel customized evaluation metric (MedRouge) with an additional medical concept normalization step. Moreover, a human evaluation study involving medical experts reveals that MedRouge shows a strong positive correlation with the expert judgment about the summary quality, underlining its efficacy. 

Research Internships:

L3S Research Center/ Scholarship Holder

Mentor: Prof. Niloy Ganguly, Prof. Wolfgang Nedjl

Optum Global Solutions (UHG) / Data Science Intern

The project aimed at summarizing call transcripts from the health group, looking into various aspects of the transcripts like the purpose of the call, whether the query was resolved etc . It was primarily an extractive summarization framework.

Mentor: Dr. Suman Roy

Teaching Assistant:

I have been TA for the following Courses offered at IIT Kharagpur:

• Natural Language Processing, Spring 2020 by Prof. Niloy Ganguly

• Operating Systems, Spring 2021 by Dr. Maniack Mondal

Indian Institute of Technology, Kharagpur / Ph.D.

Broad area of Research: Privacy and Health Analytics.

Supervisor: Prof. Niloy Ganguly, Joint Supervisor: Dr. Mainack Mondal. 

Indian Institute of Technology, Kharagpur / M.Tech

Thesis title: Query-Focused Summarization in Medical Domain - A comparative study

Supervisor: Prof. Niloy Ganguly

CGPA: 9.09/10.00

Shri G.S. Institute of Technology and Science/ B.E.

Thesis title: RFID based Library Security and Book Searching System using KOHA LMS

Supervisor: Mr. Rajesh Dhakad, Asst Professor

CGPA: 7.12/10.00

Name: Gunjan Balde

Email: balde.gunjan0812@kgpian.iitkgp.ac.in

Phone: +91-8770905255