About me
Research Interests
Bayesian Machine Learning
Deep learning
Structural Vibration Control
Stochastic Dynamics
Signal Processing for Structural Vibrations
Uncertainty Quantification
Research Scholar (Present)
Department of Applied Mechanics
Indian Institute of Technology Delhi
CPI: 10/10
M.Tech (Class of 2019), Structural Engineering
Department of Civil Engineering
Indian Institute of Technology Guwahati
First Class (Best Thesis Award - 2019, IIT Guwahati)
Secured Outstanding grade (AS) for thesis work.
CPI: 9.31/10
M.Tech Project:
Title: Stochastic simulation of nonlinear dynamic systems with applications. [Link]
Focus: Uncertainty quantification, Stochastic Dynamics, System Identification, Structural Health Monitoring, Non-linear Dynamics, Probabilistic Mechanics.
Output: Published 2 articles from the master's thesis and additional 3 articles in collaboration.
B.Tech (Class of 2016)
Department of Civil Engineering
North Eastern Regional Institute of Science and Technology
First Class (Awarded Gold Medal for securing top position in B.Tech)
CGPA: 4.59/5
Teaching Experience
At Indian Institute of Technology Delhi
Probabilistic Machine Learning for Mechanics (APL 744), (July 2023 - Nov 2023), Instructor: Dr. Souvik Chakraborty.
Machine Learning for Mechanics (APL 405), (Jan 2023 - April 2023), Instructor: Dr. Rajdip Nayek.
Teaching assistantship for Engineering Mechanics (APL 100), (Nov 2022 - Feb 2023), Instructor: Dr. Souvik Chakraborty.
Teaching assistantship for Deep Learning for Mechanics (APL 745), (Jan 2022 - April 2022), Instructor: Dr. Souvik Chakraborty.
Teaching assistantship for Introduction to Digital Twins (APL 452), (July 2021 - Nov 2021), Instructor: Dr. Souvik Chakraborty.
At Indian Institute of Technology Guwahati
Teaching assistantship for Statistical Methods in Civil Engineering (CE 513), July 2018 - Nov 2018.
Work Experience
Assistant Project Engineer (ISRO imprint project)
Title: Functionality Enhancement through Design and Development of Advanced Finite Element Algorithms for STR TOOLS.
Focus: Development of Operational Modal Analysis toolbox.
Skills
Languages: Python, C/C++, and Matlab.
Analysis Platforms: Sap2000, Staad-pro, and Ansys.
Drafting Platforms: AutoCAD, Catia, and Solidworks.
Other: Latex and MS Office.
Industrial Internship
North Eastern Electric Power Corporation Limited (May’15-July’15).
Extra-Curricular
Student volunteer for International Conference On Vibration Problems (ICOVP), IIT Guwahati, December 2017.
Moderator in the Research Methodology Workshop, IIT Guwahati, August 2018.