

Accomplished engineer with expertise in semiconductor cleanroom fabrication and wafer-level packaging, honed at ISRO-SCL. Proven ability to innovate and enhance team performance through strategic problem-solving and interdisciplinary collaboration. Proficient in COMSOL and K-layout, delivering robust solutions in MEMS fabrication and AI model evaluation.
https://sites.google.com/view/garvitgupta
Machine Learning Based Nonlinear Resonator System Identification.
(https://ieeexplore.ieee.org/document/10439295)
Genetic algorithm-based machine learning used for parameter extraction in nonlinear MEMS/NEMS response. Fitting performed with a standard analytical nonlinear response without relying on linear response data. Successful extraction of various parameters, including Quality factor and nonlinear coefficients, showcasing accuracy and providing insights into amplitude and temperature dependencies.