LLM Inference Explained: Costs and ROI | Shamsher Ansari * Malthi скачать в хорошем качестве

LLM Inference Explained: Costs and ROI | Shamsher Ansari * Malthi

​LLM inference is where AI products truly come alive — but also where costs can spiral. This talk breaks down the essentials for Product Managers: ​What drives inference costs, ​how to think about ROI, and ​practical ways to ensure your AI product remains scalable and profitable. ​About Speaker ​Shamsher Ansari is a Group Product Manager at NeevCloud, leading product strategy for India’s GPU-Powered AI Supercloud. He drives initiatives in AI infrastructure, making large-scale GPU compute accessible, efficient, and developer-friendly. With over a decade of experience in cloud, AI infra, and edge computing, he has built products that balance performance with cost efficiency.