latentdeepspace

It should be the best and cheapest.

There are times when I need a RestAPI which at max 5 people will use, and I was wondering what is the best option?

The RestAPI can be in JS, TS, or Python and the sqlite db should not exceed a few GB.

I am planning on creating my first SaaS and I was wondering if a free tier is worth it. Honestly, I don't have much money for it, and I would still have costs with the service.

Does a free tier help to get the service going?

I have a lot of Deep Learning/Machine Learning related pet projects; for some of them, I think that the public would use them (and maybe even pay for them). Of course, transforming a pet project into a SaaS is not one day of work (if I get this wrong please correct me).

My goal is to create a SaaS for one of my projects, and my main question is, what is a minimal architecture that I could follow to build something like that? And what tools should I use? Can you suggest books, blog posts on the topic?

If you created a SaaS, what are some of the things you would have known before you started?

I just became a technical lead (spiced with a little product manager) for a team who is working with machine-learning/deep-learning technologies (I have ~6 years of background in this field). I feel like I am performing well, but there is a lot of room for improvement on: how to plan for the future, how to communicate success, how to assign engineers and researchers to tasks, how to define tasks, etc.

Do you have any recommendation on what should I do, read to become better and better every day? I want my team to be successful, and to show the improvements we make to the company.

I just became the technical lead of my companies artificial intelligence team and I would like to do my job way better then I do it right now. What kind of books and other materials can you recommend for this?

I emphasized "machine learning" as I need to manage both engineers and researchers, and connect the tasks to the business needs. But there is a higher uncertainty in the output of the tasks than in "classical" software development.

Maybe I am wrong and there is no targeted material for this, but I am sure this community can advise me some great stuff.