I am a toolmaker creating epistemic tools: interactive artifacts that expand what people can see, question, and decide with data and AI. I treat interfaces as arguments where design choices shape interpretation, agency, and accountability. I prototype and evaluate systems in real contexts, translating messy human concerns into testable, communicable forms. Across visualization, human-LLM interaction, and speculative design, I focus on making uncertainty legible rather than hidden. The goal is practical clarity: tools that help people reason well, not merely compute faster.
Email at swarooppnd at gmail.com is the best way to reach me