Kirtan Ghelani

At Sculptsoft, I build production AI systems that solve operational problems, from a multi-agent sales automation platform handling roughly 250 real-time inquiries daily to a scalable vision inference pipeline processing millions of records.

I've owned AI work end to end: curating data, training and evaluating models, optimizing inference, and deploying systems across cloud and on-premise environments. My clinical detection work delivered 90%+ accuracy at roughly 20–35 ms latency, while my commerce intelligence work increased recall from 52% to 82% through improved content windowing.

I prioritize understanding the client’s business needs before applying AI, communicating upfront and building practical systems that can be monitored, validated, and handed off to people when needed.