Hey! I am a Final year Electronics undergrad student at Veermata Jijabai Technological Institute (VJTI)..Throughout my undergrad I have explored many fields be it Machine Learning, Natural Language Processing, Computer Vision, Software Development, etc. The one that struck with me is Machine Learning. As a Researcher, I’m broadly interested in all aspects of machine learning, and particularly in probabilistic modeling, deep learning, robust and scalable data-driven systems, and applications to life and engineering sciences.

I’m currently a research intern at Carnegie Mellon University in the United States, where I work in the Xu Lab under the supervision of Prof. Min Xu and PhD RA Weichen Yu. I’m also a research intern at the Indian Institute of Technology (IIT) in Patna, where I work on Mediacal Conversation Multimodal Summarization with Prof. Sriparna Saha and Jr. RF Akash Ghosh.

Previously, I was mentor at Google Summer of Code at Joomla CMS!.(2022). In the summer of 2022, I had also worked as an MITACS Globalink Research Intern at Polytechnique Montréal, where my research was on the IDF Curve data using Machine Learning and its application. In 2021, I got selected as Open Source Promotion Plan Fellow(OSPP) by ISCAS & Open-Euler, where I worked with Joomla CMS!. Currently, I am working on various applications of Machine Learning and Natural Language processing. Previously, I have worked a lot in LLM through internships and personal projects.

I am open for opportunities in the Research & Development.

Experience

Carnegie Mellon University(CMU)

Research Intern

March 2023 - Present

Working on LM Extraction benchmark, on Pile dataset by G-Research and ETH Zurich.
Working on Unlabeled and Label-Only Membership Inference Attacks on Large Language Model(LLMs) i.e. 1.3B GPT-Neo.

Indian Institute of Technology(IIT), Patna

Mentor

April 2023 - Present

Working on Medical Conversation Summarization using multimodal DL and SOTA NLP Models.
Working on multimodal aware fusion(MAF), and adapter based module that comprises of multimodal context aware attenstion(MCA2) and Global Information Fusion(GIF).

Google Summer of Code

Mentor

March 2022 - Nov 2022

Maintaining Joomla GSoC Project Repository, Keeping track of the daily work of GSoC Participant.
Mentoring GSoC students, scheduling weekly meets reviewing the code, guide students to write quality code.
Based on the work done by the GSoC student, mid-term and final evaluation reports were Submitted.

MITACS Globalink Research Internship

Reseach Intern

May 2022 - August 2022

Developed a decision support tool for water quality management, using the IDF Data Curve values from the CMIP4/5 readings of Canada.
Worked on the Machine Learning Model in PyTorch and TensorFlow for the IDF Curves data estimations using the ML Techniques
Globalink Research Fellowship Awardee - research grants worth over CAD 9000.
Analyzing the results of an online survey, to Provide a manual to use the web-based tool.

Joomla @ OSPP Summer 2021

Open Source Developer

July 2021 - Dec - 2021

Worked under the Joomla Organization. Developed a Joomla 4. X MVC Component with the additional support of databases like MySQL and PostgreSQL, and gave the support of Joomla 4. X backend Plugin.
Integrated the external JS library Shepherd JS which uses Popper JS that handles the Guided Tour functionality. Understood the code flow and good coding practices that should be followed while writing code in C++, JS, Web Development, Apache, and PHP especially using OOPs.