Ganesh Jagadeesan - Chennai, India. AI evaluation and failure analysis: what LLM and agent systems do wrong in production, and why. 21 years in engineering, the last 10 in production AI; 11 before that on cloud, infrastructure and database platforms. Founder, Cognolux AI - available for remote contract work worldwide. https://cognolux.ai | https://www.linkedin.com/in/ganeshjagadeesan | contact@cognolux.ai