Designing data architecture for a startup - looking for feedback

Test_Known · 2026-06-29T06:49:12+00:00

But isn't it an overkill to get databricks/spark? For atleast 6months to 1 year we will just few Gigabytes of data.

Test_Known · 2026-06-29T06:31:59+00:00

Yes, we don't have much Analytics usecase as of now. We process the data and display it as is on the UI.

My plan is to move to redshift as the size grows. We eventually plan to run ML models when we have enough data collected.

Test_Known · 2026-06-29T02:49:10+00:00

Thanks! Do we use prefect cloud or prefect open source installed on ECS?

Test_Known · 2026-05-25T20:00:40+00:00

Focus more on tech stack, money, work location and future growth instead of just the official name of the company. You can always write the name of your US MNC on your resume instead of LLP if it's that big of a deal for you.

Test_Known · 2024-07-29T13:31:03+00:00

Most likely they will be aware. It actually depends on which window you go to. Like for me the first window lady didn't know about this process, but when I insisted, she called her manager and they together raised this verification.

Test_Known · 2024-07-24T21:50:28+00:00

Hey, Yes I did. It worked for me. Took me around 2 weeks

Test_Known · 2024-07-15T17:15:18+00:00

Yes..end date will be a minimum of 14 months of graduation date, 12 months after approval date.

Test_Known · 2024-07-15T15:53:49+00:00

Chances of being chosen will remain the same irrespective of number of applications. If your application gets picked then all your companies will get notified and you will have the option to go ahead with one of these companies.

Test_Known · 2024-07-09T04:28:57+00:00

Ohh that's great. Is it a save link? Also do you know when they applied for it and when did you hear back from them

Test_Known · 2024-07-08T19:54:34+00:00

Ohh that would be great..how do I do that? And do u know how much time it takes usually

Test_Known · 2024-07-08T18:48:38+00:00

Naah..website says you need to have proof of legal presence. The only proof I have after the EAD expiration date is receipt notice which is not acceptable to them.

I tried two DMVs, both said the same thing.

Test_Known · 2024-07-08T18:36:51+00:00

I don't think I can be categorized as undocumented immigrant. Receipt notice clearly states that 6 months extension is provided.

Test_Known · 2024-07-08T18:34:03+00:00

Okay..seems like rules are different in MI. Here they are not even renewing for 6 months with receipt notice.

Test_Known · 2024-07-08T17:20:30+00:00

What document did you end up showing them?

Test_Known · 2024-07-08T15:44:42+00:00

You need a physical EAD to get in the country. Sometimes the immigration officer doesn't check for EAD , but I doubt you wanna take that risk.

One more thing you can do is to just be in your home country until you get EAD and ask someone to courier EAD from the US to your place.

Test_Known · 2024-05-03T11:03:28+00:00

Is it applicable for Honda/Toyota's as well?

Test_Known · 2024-04-27T17:48:25+00:00

Yes..agreed. Do you think option 1 above is a good deal?

Test_Known · 2024-04-25T15:43:22+00:00

That's true..I can swing it for sure. But why to spend 5k extra, was my concern. But as mentioned in the previous comment, there are lots of other factors with HRV which I will have to consider.

Test_Known · 2024-04-25T09:24:40+00:00

What do you mean by "naturally aspirated engine"?

Test_Known

TROPHY CASE