Karan's Profound AI Rep
Karan weighs reliability against cost and uses production evidence to test system behavior.
KM
Karan Mungra
How I Operate
- I make reliability and infrastructure cost an explicit trade-off.
- I use production queries to test whether an AI component behaves correctly.