PhD student (Dept. Physics & Astronomy) @ Purdue • CMS Collaboration
CERN + Fermilab • Di-Higgs (HH → bbττ) • trigger-level/scouting • hardware-aware ML
I'm a PhD candidate in Physics at Purdue University working specifically in High Energy Physics at CMS Experiment at LHC, based at CERN and Fermilab.
My focus is on Higgs pair production (HH → bbττ) in Run-3 data, and on efficient low-latency detector environments, ASIC/FPGA chip design and co-design, and efficient real-time ML for HEP detector.
I am also interested in black-hole astrophysics and cosmology.
- CMS Run-3 Di-Higgs (HH → bbττ) — event reconstruction + selection pipelines, performance/efficiency studies, and trigger-level/scouting-style workflows.
- Trigger / real-time constraints — methods respecting tight latency/throughput budgets (online-like selection, fast inference, resource-aware design).
- Hardware-aware ML for HEP — structured pruning + quantization, digitization-aware training, and end-to-end co-design for deployment.
