Electrochemistry × Photochemistry × Machine Learning × Perovskites
PhD - IIT Madras | Manager Cell R&D @ OLA Electric
Spanning fundamental materials physics to applied energy systems
Magnetic-field enhanced solar-to-hydrogen conversion using spin-selective perovskite photoelectrodes.
Halide & chalcogenide perovskites for stable, efficient light-emitting and photovoltaic devices.
In operando and transient characterization of optoelectronic and photoelectrochemical devices.
Lithium-ion cell diagnostics, electrolyte engineering, and battery forensics at scale.
LSTM, autoencoders, and gradient-boosted models for property prediction and degradation diagnostics.
Selected peer-reviewed contributions in high-impact journals