U.S. CMS Operations / Fermilab
Purdue University
Government of India
Purdue University
West Lafayette, United States of America
August 2023 - Present
Indian Institute of Science (IISc)
Bangalore, India
August 2022 - July 2023
Indian Institute of Science (IISc)
Bangalore, India
August 2018 - July 2022
Tracking charged-particles at the sensor edge, using on-chip AI inference, under strict latency, precision, and area constraints.
Nonlinear hydrodynamical resonance model with Euler Fluid for modified QPOs, enabling spin determination of NS & BH.
Vacuum rotating black-hole solution in an asymptotically flat modified gravity theory.
Smart Pixels is a project focused on implementing machine learning models directly on silicon pixels or future detectors to enhance the inference of charged particle track …
Di-Higgs (bbττ) is a search for two boosted (high transverse momentum) Higgs bosons decaying into two beauty quarks ($b$) and two tau leptons ($\tau$). This analysis focuses on Run …
A deep dive into the regression models being developed for the HL-LHC era as part of the SmartPixels collaboration.
PQuant/PQuantML: config-driven pruning + quantization pipeline (PyTorch/TensorFlow) with hardware-aware MDMM optimization; aimed at FPGA/ASIC deployment workflows (hls4ml …
Tracking charged-particles at the sensor edge, using on-chip AI inference, under strict latency, precision, and area constraints.
A deep dive into the regression models being developed for the HL-LHC era as part of the SmartPixels collaboration.
Smart Pixels is a project focused on implementing machine learning models directly on silicon pixels or future detectors to enhance the inference of charged particle track …
PQuant/PQuantML: config-driven pruning + quantization pipeline (PyTorch/TensorFlow) with hardware-aware MDMM optimization; aimed at FPGA/ASIC deployment workflows (hls4ml …
In-pixel signal processing with integrated AI-based filtering for real-time data reduction in tracking detectors.
