Electromagnetic design
- Catheter electrodes and assemblies in Ansys HFSS
- Design evaluation before manufacturing release
Research
RF measurement, biomedical systems, and intelligent interpretation.
A connected workflow built around physical design, controlled experiments, and models grounded in measured behavior.
01
HFSS design
Catheter electrodes and assemblies
02
Manufacturing
Validated geometry released
03
RF measurement
VNA, S-parameters, oscilloscope
04
Signal analysis
Filtering and data integration
05
ML interpretation
Lesion depth and microbubbles
Current work
Three layers of evidence
Experimental measurement
- VNA S-parameters across power and frequency
- Oscilloscope, telemetry, and experimental metadata
Signal and model interpretation
- Ninth-order low-pass filtering
- Predictive analysis of lesion depth and microbubble formation
Publications
Undergraduate antenna research
A Compact Frequency Reconfigurable Antenna with Enhanced Bandwidth for WLAN Applications
International Journal of Creative Research Thoughts, vol. 9, issue 6, pp. c6-c12, June 2021
Peer-reviewed undergraduate co-authored paper presenting an HFSS simulation of a compact FR-4 antenna with tuning-fork patch, partial ground, and PIN-diode models.
A Compact Metamaterial Based Dual-Band Antenna with Improved Gain for WLAN Applications
IJRASET, vol. 9, issue VI, pp. 2778-2783, June 2021
Peer-reviewed undergraduate co-authored paper presenting an HFSS design with a split-ring-resonator structure, defected ground, and MATLAB-supported parameter extraction.
View DOI →PhD direction
Intelligent RF sensingHardware-integrated ML systemsSignal processingAI-enabled biomedical devices