Nanki Kaur Arora

I've built reliable AI and backend systems through internships at Testaing-Aiensured, CarrierWing Technologies LLC, and Vellore Institute of Technology. My work spans AI reliability testing, LLM evaluation, REST APIs, and automation pipelines.

At CarrierWing Technologies LLC, I shipped 12+ backend REST APIs and internal web modules that improved data retrieval efficiency by 25%. I also resolved 30+ production issues, added structured logging that improved reliability by 15%, and automated workflows that reduced manual processing effort by 40%.

At Testaing-Aiensured, I developed Python testing pipelines for model outputs, regression behaviour, metric drift, error clusters, and reliability gaps. I turn accuracy metrics, confusion analysis, explainability observations, and failure-mode insights into practical product debugging reports.

I've also deployed an LLM monitoring dashboard using Next.js, TypeScript, Tinybird, ClickHouse, and SQL APIs, and built full-stack and ML projects for disaster relief coordination and train crew roster optimization. I'm a Microsoft Certified Azure AI Apps and Agents Developer Associate and a B.Tech Computer Science student focused on AI and Robotics.