CV
Education
- Int. M.Sc. (Majoring in Physics), 2025- NISER, Bhubaneswar, India
Research experience
- Research Project 2023-24 (Ongoing)
- Spectral State classification of X-Ray Binaries using Machine Learning
- This project is being done in collaboration with Dr. Santanu Mondal and Diptarko Choudhury.
- Work is in progress, and the outcomes will be updated in the website.
- Summer 2023: SERB MATRICS Fellow
- Correlating Synchrotron radiation with Galactic Magnetic Field: I have tried to match statistics of data with that of generated from simulations and, used power spectrum and Minkowkski Functionals to study their statistics, and investigate their correlation.
- Funded by Science and Engineering Research Board.
- Host Institute: Indian Institute of Astrophysics, Bengaluru, India.
- Guides: Dr. Pravabati Chingangbam, Dr. Tuhin Ghosh (NISER), Dr. Vincent Pelgrims (ULB).
- Outcomes: Work is still in progress.
- Semester Project
- Explorative Latent Space Search Algorithm (ELSA): We devised an active learning guided algorithm to explore the latent space generated through representation learning heads on a dataset, and used it to discover newer samples of a particular class.
- Done as a part of introductory course in Machine Learning (CS460).
- Collaborated with Diptarko Choudhury.
- Guide: Dr. Subhankar Mishra.
- Outcomes: Manuscript for publication has been submitted to a conference.
- Summer 2022: Summer Research Fellow @ Indian Institute of Astrophysics, Bengaluru
- I analysed X-ray spectrum of several dual Active Galactic Nucleus and tried to find the presence of Fe-K$\alpha$ lines using Chandra CIAO and HEASOFT. I also tried to constrain the dynamics of blackhole through spectral fitting with different models.
- Funded by Indian Academy of Sciences.
- Host Institute: Indian Institute of Astrophysics, Bengaluru, India.
- Guides: Dr. Mousumi Das and Dr. Santanu Mondal.
- Outcomes: Manuscript for publication has been submitted to a journal and is under review.
Achievements
- NORDITA Summer Fellow (Stockholm University, Stockholm), 2024
- SERB MATRICS Fellow (Visiting Student at IIA, Bengaluru), 2023
- Summer Research Fellow (IASc, INSA, NASI). 2022
- DISHA (DAE Incentive Scheme for Holistic Science Education and Augmentation) Scholarship, 2020-25
Schools Attended
- Radio Astronomy Winter School (RAWS) : 2022
- RAWS was jointly hosted by IUCAA and NCRA
- I was selected for RAWS-2022
- I learnt some basic techniques of Radio Astronomy and it’s applications in different domains.
- 21 cm Cosmology Winter School : 2023
Skills
- Communication Skills
- English - Full Professional Proficiency
- Bengali - Native or Bilingual Proficiency
- Hindi - Native or Bilingual Proficiency
- Computer Languages
- Libraries, Utilities and Softwares
- Github
- Numpy, Scipy, Astropy
- ROOT-CERN
- Chandra CIAO
- NASA HEASOFT
- Healpix (healpy)
- NaMaster (pymaster)
- Utilities
Referees
- Prof. Mousumi Das, Professor, Indian Institute of Astrophysics, Bengaluru, India
- Dr. Tuhin Ghosh, Reader-F, National Institute of Science Education and Research Bhubaneswar, Jatni, India
- Prof. Pravabati Chingangbam, Professor, Indian Institute of Astrophysics, Bengaluru, India
- Dr. Santanu Mondal, Ramanujan Fellow, Indian Institute of Astrophysics, Bengaluru, India
Service and leadership
- Talks Organising Committe, NISER Astronomy Club
- Founder Member of Vaktavya, NISER Debating Club
- Rajya Puraskar Scout, The Bharat Scouts and Guides