Research

• Timeseries Forecasting and Classificaion of GNSS signals using DL
  • Worked on developing deep learning methods to forecast Total Electron Content (TEC) in the ionosphere and predict scintilation in in Global Navigation Satellite System (GNSS) signals at Digital Communication Lab, BITS Pilani, Goa.
• ML Based Underwater channel Model Report | Presentation
  • Worked on developing novel ML methods to estimate the Transmission Loss between two entities communication underwater
  • Given previous methods (The Parabolic equation Range Dependent Acoustic Model) based on solving differential equations numerically, the method attains approximately 80x speedup
  • Work done as a summer Intern at Maritime Research Centre, Pune