Professional Experience

Research, Teaching, and Industry Journey

Experience Overview

2+
Years of Combined Experience
6
Research Internships
7
Teaching Assistantships
5
Prestigious Institutions

Current Position

PhD Scholar
IIT Guwahati
July 2023 - Present
Currently pursuing PhD in Computer Science and Engineering with research focus on Computer Vision, Deep Learning, Multimodal Learning, and Self-Supervised Learning.
Supervisors: Prof. Arijit Sur (Supervisor), Dr. Pinaki Mitra (Co-Supervisor)
Research Areas
Adversarial Robustness, Self-Supervised Learning, Transfer Learning
Deep Learning Computer Vision Multimodal Learning Self-Supervised Learning PyTorch TensorFlow

Research Experience

ML Research Intern
IIT Kharagpur
May 2022 - July 2022
Supervisor: Prof. Pabitra Mitra
Pulsar Candidates Classification
Developed ML models for classifying pulsar candidates from HTRU2 dataset
Network Intrusion Detection
Implemented machine learning approaches for cybersecurity applications
ML Research Intern
ISI Kolkata
July 2022 - September 2022
Supervisor: Dr. Kiranmoy Das
Worked on group projects involving statistical data analysis and machine learning methodologies.
ML Research Project Intern
NIT Durgapur
2022
Principal Investigator: Dr. Bibhash Sen
Cognitive Load Assessment for the Blind
Developed ML methods for cognitive load assessment in collaboration with TCS Mumbai
NPTEL Technical Intern
IIT Kharagpur
Winter 2019-2020
Supervisor: Prof. Anupam Basu
Embedded Systems Design
Worked on embedded systems using Arduino and Raspberry Pi platforms
Summer Intern
IIT Kanpur
Summer 2019
Supervisor: Dr. Satyadev Nandakumar
Haskell Programming & Grammar Analysis
Applied functional programming concepts to computational linguistics

Industry Experience

Machine Learning Trainee
Amazon Inc.
July 2022
Participated in Amazon's Machine Learning Summer School program, working with scientists from the Amazon India Research team.
Machine Learning AWS Deep Learning Research
ML Project Intern
TCS Mumbai
2022
Collaborated on cognitive load assessment methods for visually impaired users using machine learning techniques.
Academic Partner: NIT Durgapur (Dr. Bibhash Sen)
Accessibility Cognitive Science ML Pipeline Data Analysis

Current Responsibilities

Industry PoC

Point of Contact for Placement Cell, facilitating industry-academia partnerships at IIT Guwahati

Hostel SMC

Services Management Committee member for Dihing Hostel, ensuring quality living standards

Lab Webmaster

Maintaining and developing the MultiMedia Lab website and digital infrastructure

Student Leadership

Former Students' Council member at Ramakrishna Mission Vidyamandira (2018-2021)