Hi! I'm Srashti Goyal, PhD.
Astrophysicist | Data Scientist | | Machine Learning Enthusiast
View My Work
Astrophysicist | Data Scientist | | Machine Learning Enthusiast
View My WorkI'm a Data Scientist and Researcher with 5+ years of experience in machine learning, big data analysis, gravitational waves physics, and statistical modelling. I am working at the Max Planck Institute for Gravitational Physics (AEI Potsdam, Germany), enhancing gravitational wave detection and analysis tools to discover blackholes in the universe. With a Physics Ph.D., I bridge the theory of gravity with deep learning, Bayesian inference, and large-scale distributed computing. I am deeply passionate about AI, sustainability, and creating positive societal impact.
Scaling Up Lensing Detection with Machine Learning. An automated CNN-based software for strong lensing identification from LIGO data, 1000x faster than Bayesian approaches.
View on GitLab BlogTools for modeling diffraction effects in gravitational wave lensing. Open-source and science-driven.
View on GitHubWhat SEIR Taught Us About Pandemic Policy? Built statistical pandemic models influencing intervention strategies, co-authored high-impact research papers.
View Project BlogEmail: srashti.official@gmail.com
GitHub: @srashtig
LinkedIn: srashtig