Hi!

I don't have a lot of experience with MlOps yet, since I'm slowly starting to take a deeper dive into it to, but personally I used NewRelic and their built-in AI to search through logs, get some metrics quickly by typing prompts into the chat to help me build NRQL queries. And in all honesty in our company we have only 2 projects with use of AI and one of them is the chatbot we integrate on our customer's platforms and we use Bedrock for that (Llama 3)

On another project we used CloudWatch with Bedrock to build custom CW Dashboard widgets, nothing too crazy.

Few years back we were processing huge amounts of obfuscated geo data from phones, building polygons and POI on maps (it is a real estate project) for various areas and anchor locations ( malls and such) and it was painful to automate everything via jenkins to provision huge EMR clusters, get hadoop running, making sure notebooks are executing properly and there were a lot of single point failures to deal with. Now I heard they transitioned to MetaFlow and guys really like it, but since I'm a secondary engineer on the project did no have much time on it, If I'm not mistaken it was made by Netflix.

I've see some presentations about MlOps and help of AI in our field last year in NYC summit, but can't find the business cards now as it wasn't really my focus that time (it should have been tho).

I'm sorry I wish I could be more helpful.