Research
Treatment, surgery and recovery
My developing interests lie in academic urology, surgical outcomes and quantitative clinical research. I am especially drawn to questions that connect clinical decisions with what happens before, during and after treatment.
Research themes
- 01
Urological oncology
How can evidence support treatment selection in prostate and renal cancer while preserving clinical context and patient priorities?
- 02
Outcomes & recovery
How should perioperative, functional and patient-reported outcomes be defined and followed after robotic and minimally invasive surgery?
- 03
Clinical data in practice
When can real-world data and clinical prediction clarify variation in care—and when do limits in measurement make stronger claims unsafe?
01 Approach
My background in data science is a method base, not the subject of the work.
Across these areas, I am most interested in research that begins with a clinically useful question, defines exposures and outcomes carefully, and makes uncertainty visible. Sophisticated analysis cannot rescue a poorly formed question or weak measurement.
02 Current activity
I am a Surgical Research Scholar with RISE, where I have been matched to a surgical mentor and a research project aligned with urology.
At this stage, the value is practical: learning how a team turns a clinically relevant question into feasible collaborative research and communicates its conclusions at the right level of certainty.