I am pursuing my Ph.D. in Electrical and Computer Engineering at UC Santa Barbara (UCSB) as a member of the OPUS Lab advised by Prof. Camsari.
I spend my research time developing full-stack probabilistic computing systems by doing the following:
Take challenging optimization and machine learning problems.
Find ways to map and implement them using a probabilistic computer.
Translate these algorithms down to scalable platforms combining emerging devices with CMOS.
M.S., Electrical and Computer Engineering, UC Santa Barbara (UCSB)
B.E. (Hons.), Electrical and Electronics Engineering, Birla Institute of Technology and Science, Pilani, India
Device-circuit co-design with sMTJs and CMOS.
Cleanroom nanofab of GeSn SPADs
TCAD software for cryogenic semiconductor qubits
Designing and protyping probabilistic circuits.
Spice, Verilog, Cadence and Mentor Tools for Circuit Simulation
Schematic and Layout for Analog/RF & Digital ASICs
Heterogeneous probabilistic systems integrating sMTJs with FPGAs.
Quantum processor design
Electrical and Electronics Design of Hyperspectral Imaging Nanosatellite and Hyperloop Pods
Physics-informed Diffusion Models
Energy-based ML models
Hardware-aware Monte Carlo implementations for NP-hard problems
![npj Spintronics [In Review], 2024](img/npj.JPG)