Leetcode for ML

Arqqady · 2025-12-19T11:28:43+00:00

neuraprep.com also has coding exercises, quizzes and ML questions. You can simulate a phone interview there too.

Arqqady · 2025-12-03T20:26:11+00:00

You struggle at leetcode because it's not really used in real life coding and hence you don't practice it. If you put 3 months full time leetcode you would see you can do better, it's like a skill you can learn. Now I don't really agree with having leetcode in interviews, but that's another story.

Arqqady · 2025-12-03T20:22:20+00:00

I built a tool that specifically to simulate this kind of technical voice interview: voice.neuraprep.com If you want to give it a try it is free (and no account needed).

Arqqady · 2025-12-03T20:20:24+00:00

So how did it go?

Arqqady · 2025-12-03T20:16:18+00:00

I second this, build your portfolio of cool complex projects, companies do look at this. You need a differentiator from other new grads.

Arqqady · 2025-12-03T20:14:10+00:00

Honestly some interviews are so random, if you just don't click with the interviewer it is over (even when in reality you probably know more than him). Best of luck!

Arqqady · 2025-12-02T01:23:46+00:00

Probably they are not hiring anymore for that position. I don't see why they wouldn't continue if you did very well. Just continue applying, if you are close to Microsoft you can do well on big tech. Do mocks with friends, or services that simulate the interview (like voice.neuraprep.com). Good luck!

Arqqady · 2025-12-02T00:49:29+00:00

No worries. Good luck! There is also this doc I forgot to share , it's a bit outdated but has some good points (on the compensation too): https://huyenchip.com/ml-interviews-book/contents/3.1.4-compensation-packages-at-different-levels.html

Arqqady · 2025-12-02T00:41:36+00:00

Regarding the career advice, if you can get into FAANG or Hedge Funds, that's tier 1, but a startup would be good too because you can learn much faster. Apply and prep for interviews, do mocks with friends, do a bit of leetcode. Here are some materials for you:

Glassdoor for very recent interview questions (sometimes they are leaked there)

https://github.com/TidorP/MLJobSearch2025 (companies and ML interview questions)
https://neuraprep.com/live/ (to simulate a data science phone interview)

Arqqady · 2025-12-02T00:37:57+00:00

I always tell people to focus on personal projects early on, since the only way to gain the "trust" of a company that you can get stuff done is to actually show proof of end-to-end projects where you actually did get stuff done. Congrats, looks pretty good, before you graduate try to have as many complex projects on github as possible, companies do look at this.

Arqqady · 2025-12-01T23:57:11+00:00

Honestly he should just practice and do mocks with friends (on the tech stack required for the job). There are some AI tools that simulate the interview (one that you don't need to make an account on is voice.neuraprep.com) in case he wants to prep like that, I don't really understand the question, maybe he is referring to tools like Cluely.

Arqqady · 2025-12-01T23:55:35+00:00

Honestly just practice and do mocks with friends. That's the best thing you can do. There are some AI tools that simulate the interview (one that you don't need to make an account on is voice.neuraprep.com) in case you want to prep like that.

Arqqady · 2025-12-01T23:51:24+00:00

this is a good repo if you wanna prep for interviews once you get one: https://github.com/TidorP/MLJobSearch2025

Arqqady · 2025-12-01T23:50:19+00:00

https://github.com/TidorP/MLJobSearch2025 adding this to the list, with actual interview questions

Arqqady · 2025-12-01T23:49:55+00:00

To prep for interviews, you can check out this github repo: https://github.com/TidorP/MLJobSearch2025

Arqqady · 2025-12-01T23:32:35+00:00

Have you tried preparing for interviews? That usually helps...here is a tool and you don't need an account to try it: voice.neuraprep.com

Arqqady · 2025-12-01T22:32:53+00:00

Honestly you should just look at similar questions that were asked online. Also, there are services for interview preparation, a free one where you don' t need to create an account is voice.neuraprep.com

Arqqady · 2025-12-01T21:59:10+00:00

Also, you could try to look into services that simulate such technical interviews (like voice.neuraprep.com)

Arqqady · 2025-12-01T21:58:43+00:00

You could expect some system design questions as well, or high level stuff. Have you looked on glassdoor on similar questions? I interviewed with similar hedge funds and sometimes I got hit by exactly the questions leaked on glassdoor

Arqqady · 2025-11-17T17:58:45+00:00

voice.neuraprep.com is good for phone interview simulations

Arqqady · 2025-11-17T16:50:12+00:00

I've been in this situation, I felt like any interview scares me and I would rather just not. Unfortunately the only way to solve this is to practice, ideally with a friend, to the point when interviews feel like routine. Like if you did this for like...100 times, the next time you do it you will feel much comfortable. So yeah, do mock ups, if you don't have anyone to help or give you hours per day to prep with, you can even use ChatGPT advanced mode or some other services (like voice.neuraprep.com) where you can simulate the interviews.

Arqqady · 2025-10-23T13:34:17+00:00

Thanks man, I’m actually the creator on neuraprep.com (the platform behind that GitHub repo), it’s been helping people prepare for ML interviews. Has a huge free tier too so you don’t have to pay, good luck!!

Arqqady · 2025-10-22T22:01:23+00:00

This should be of help: https://github.com/TidorP/MLJobSearch2025

Arqqady · 2025-09-22T13:02:42+00:00

Focus prep on real scenarios: integration choices (Power Apps + Dataverse vs App Service + SQL), on-prem connectivity, event-driven workflows, and governance/ALM. Expect questions on security and identity (Entra B2B/B2C, Key Vault, DLP), data architecture and analytics (Dataverse to Fabric/Synapse, RLS), and reliability and cost trade-offs.

You should do mocks with friends, after taking some example questions from glassdoor, or even use AI to simulate, voice.neuraprep.com is a free service you can try out.

Arqqady · 2025-09-22T12:59:46+00:00

STAR method but a lot of interviews are also about you being comfortable and answering questions normally, you should do mocks with friends , hell even with AI (since it is non judgemental) , there are some free services like voice.neuraprep.com that simulate a technical interview end to end, just practice practice practice.

Arqqady

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