Shivi Royal
Computational Applied Mathematics & Statistics @ William and Mary | Self-Published Author
- Role
- Artificial Intelligence and Machine Learning Intern at MITRE
- Location
- Boston, MA, US
- LinkedIn followers
- 500 followers
About Shivi Royal
My name is Shivi Royal, a computational and applied mathematics student at the College of…
Experience
Artificial Intelligence and Machine Learning Intern
May 2025 — Present · McLean, VA, US
Integrated Kepler’s orbital parameters using linear regression (Scikit-Learn), optimized the harmonic wave equation with SciPy, and developed a physics-informed neural network using PyTorch to predict GPS satellite orbits, achieving an average root mean square error (RMSE) of 0.001 across all six Kepler parameters.• Applied probability theory to publicly available ephemeris data to affirm GPS satellite position errors follow a Gaussian distribution; performed statistical and autocorrelation analysis on all six Keplerian orbital elements to evaluate long-term patterns in satellite orbits.• Developed an AI agent with Google’s Agent Development Kit to plot GPS satellite positions, earning the Visualization Award at the MITRE AI Hackathon.
Education
William & Mary
Bachelor's degree, Computational Applied Mathematics & Statistics
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