Adithya
Verified account This account is verified. Learn more@avrem_1
Building tech that 10Xs an MEP engineer’s ouput | EF Fall’26
131 Following 99 Followers 22 Posts
Latest posts 5
Before you claim your applied AI solution cuts down several man hours for a user, think hard about whether you’ve considered precision vs recall angle of your problem
Say you build a QA/QC tool that identifies 500 issues in a few minutes, that would’ve taken several hours otherwise. Let’s also say 490 of them are valid and 10 were false alarms. Great precision.
But if you can’t quantify coverage/recall precisely, nobody knows how many issues the tool never caught. Meaning, someone might need to go through all those hours of work again anyway :)
Say you build a QA/QC tool that identifies 500 issues in a few minutes, that would’ve taken several hours otherwise. Let’s also say 490 of them are valid and 10 were false alarms. Great precision.
But if you can’t quantify coverage/recall precisely, nobody knows how many issues the tool never caught. Meaning, someone might need to go through all those hours of work again anyway :)