I hail from the heavenly land on Earth, Nepal, and am currently an international student/researcher in USA, focusing on Computational Astrophysics. I am pusuing a double major in Mathematics and Computer Science with a minor in Physics at Caldwell University in NJ. I aspire to become a computational astroparticle physicist, working at the intersection of:
- Machine Learning
- Scientific Computing
- Astrophysics
- Systems Optimization
- Data-driven Research
Welcome to this journey!
Working with Dr. Richard Teague in the Planet Formation Laboratory at EAPS, MIT as summer research intern. Manipulating exoALMA datasets to study gravitational instability and modeling for formation of giant exoplanets in early stages.
Researching the future precision limits of detecting Earth-like exoplanets through astrometry using Gaia-derived stellar properties.
Exploring hardware-aware machine learning systems, optimization techniques, and efficient computational workflows.
- Python
- Machine Learning
- Data Analysis
- Astrophysical Data Processing
- Conduct impactful astrophysics research
- Build scientifically rigorous ML systems
- Contribute to computational science and AI infrastructure
- Pursue advanced research in astroparticle physics
- GitHub: https://github.com/kbaniya314
- LinkedIn: https://www.linkedin.com/in/kishorbaniya/
- ORCID: https://orcid.org/0009-0000-8542-2752