DevOps for Scalable Infra for startup

I need experienced devOps to find solution for scalable solution for INFRA. [login to view URL] automatically AWS instance once backend is reaching limit [login to view URL] cheap way for whisper server [login to view URL] infra to be able to scale in future for multi regions EU/ASIA + claudflare 4. Check and remove problems with db latency or performance 5. Scalable architekture for RAG +LLM + audio: I need solution for LLM (selectd by client)+ RAG deployed on own server(recommended by freelancer) with automatic scalable to 1000 or more converations the same time. Instances /pods should be added and removed automatically to save costs(for now only online dedicated serwers /clauds) later hibdrid of GPU server on premis + online servers Currenly additional information aboout users we have in postgresql only , we want to give user option to talk with RAG data and LLM model System also should count usages, store inforamtion when conversation started and finished in our database. If there is better solution recommended to talk wih the data I am open for it . In future I would like to add sending voice to this server and getting it back (except text). Please share price,timeplan for all things included to correct current infra and your experiance

Project ID: 40424279