> have a talent for divination, magic and healing and I am finding my peeps in that domain.
> I had a mental health crisis at 49 and was lucky, with help from my friends, that I wound up on my back foot rather than having a serious setback.
I’ve seen a lot of your posts on HN and you seem knowledgeable and give good advice, but c’mon, divination? magic? are you sure you’re all right now? I mean no disrespect, and I’m no shrink, but I’d guess you’re maybe not out of the woods yet. I’ve had a family member with issues, being somewhat detached from reality is never good.
As a Canadian, I disagree, don’t think you sound like a jerk with this comment. Makes sense to worry about local problems more than remote ones IMO. Of course I’d be more concerned about my own country’s interest rates than that of a foreign country.
You have some tough choices to make, that's for sure.. I have no experience with this so I might be talking rubbish. But you did say you have tattoo artist experience right? Why not try walking in to a tattoo place and offer your services? If you get the job, THEN you can start thinking about what to do about your dog. They might even be cool about it and let you keep the dog in the shop or just outside.
It makes most people depressed to do a job they don't like, frankly. Do it with a goal in mind - saving funds you might need for marketing your OS, cashing cheques so you can buy food, getting out of the tent.. etc. Accept it as a (hopefully) temporary situation, like a long layover between trips. I think you ought to be more realistic though.
I'm going to try to provide what I think is the most practical advice I could give, because I don't think you're being realistic. You are at the bottom of Maslow's hierarchy of needs right now. You need proper shelter, food etc. You need to get yourself above the second level ("safety needs") before spending time on highfalutin efforts like monetizing an OS or trying to get angel investors to swoop in and save you. I think you should try to get a job unrelated to IT (since the job market sucks), perhaps as a tattoo artist since you have experience in that? Get yourself and your dog out of the tent and safe first. Good luck to you.
I’m no ML expert so take what I say with a grain of salt.
Two resources that might be useful are AWS’ SageMaker documentation and the Machine Learning Engineering book by Andriy Burkov. This book doesn’t really go into detail on logging though. One way to evaluate a model is to run a SageMaker processing job that saves the performance metrics in a json file in S3 somewhere. More info on processing jobs: https://docs.aws.amazon.com/sagemaker/latest/dg/processing-j... . AWS has various services for logging which you can look into. This will mostly apply to orgs using AWS, but it might give a sense of how things can be done more generally.
> I had a mental health crisis at 49 and was lucky, with help from my friends, that I wound up on my back foot rather than having a serious setback.
I’ve seen a lot of your posts on HN and you seem knowledgeable and give good advice, but c’mon, divination? magic? are you sure you’re all right now? I mean no disrespect, and I’m no shrink, but I’d guess you’re maybe not out of the woods yet. I’ve had a family member with issues, being somewhat detached from reality is never good.