Amit Mohanty

Amit Mohanty is a Senior Product Manager at Akamai. Amit has been deeply involved in various product management initiatives, specializing in areas such as ATC, Edge Diagnostics, Download Center, and DBaaS.

Amit Mohanty

Why AI Systems Use Vector Databases to Improve Performance and Reduce Costs

by Amit Mohanty

AI training is resource-intensive. It takes massive datasets, advanced algorithms, and specialized hardware (read: costly GPUs) to teach a model how to understand language, images, or audio. But even after that training is complete, running inferences (the process of generating outputs) can be equally taxing. Querying an LLM in real time for every user request […]