i need to scrape big data and process thousands on queries per second -- 2

Job ID: 31377757

Budget: $1,500 – $3,000 USD

Write IOPS -> 10K query per second with conditional statement
Read IOPS -> 5K query per second with conditional statement

Suggest me hardware as well as cluster configuration for achieving this goal.