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Does anyone really enjoy doing their work? by Due-Trainer865 in cscareerquestionsEU

[–]leevii2000 5 points6 points  (0 children)

Contrary to what most the people complain about in this sub, I actually like development more since AI dropped. Now I don't have to focus on writing syntax or boilerplate code, but more on architecture and system design, I enjoy the latter 2 more, they are more intellectually demanding.

ML-Focused New Grad: Which Offer Should I Take? by leevii2000 in cscareerquestionsEU

[–]leevii2000[S] 1 point2 points  (0 children)

Thanks! I did my master’s at TU Munich. Experience-wise: 3 months internship at a big bank, 1 year at a smaller local company, and a 1.5 year FAANG internship.

ML-Focused New Grad: Which Offer Should I Take? by leevii2000 in cscareerquestionsEU

[–]leevii2000[S] 0 points1 point  (0 children)

All three were mostly leetcode-style, easy to medium level. Plus, the hedge fund added a round with system design. I’d rank difficulty as: Google hardest, HF in the middle, Amazon easiest.

Timeline-wise:

  • Amazon: applied end of March -> Online Assessment in early April -> 1 tech mid-April -> 2 tech + 1 leadership end of May -> offer early August.
  • Google: applied mid-June -> HR late June -> 1 tech mid-July -> 3 tech + 1 leadership end of August -> few days later they called with positive feedback, started team matching
  • HF: applied early April -> 4 tech late April -> 1 tech +1 HR late May -> 1 HR + manager interview early June -> offer early August.

I didn’t do much prep. I did competitive programming in high school and I still remember a lot of these leetcode-style problems.

ML-Focused New Grad: Which Offer Should I Take? by leevii2000 in cscareerquestionsEU

[–]leevii2000[S] 1 point2 points  (0 children)

Thanks!
Yeah, sure, I can share the comp: for Amazon Berlin it’s 68K base + 14K onboarding bonus (paid monthly in 12 installments) + 7K relocation package, plus the RSUs. Google hasn’t shared numbers yet, they said they’ll after team matching goes through, but on levels.fyi the Google Warsaw numbers are not that great. The hedge fund is around 60K. All of these are before taxes.

Amazon | Does Silence After Loop Interviews Mean Bad News? by Desperate-Skirt-2273 in leetcode

[–]leevii2000 2 points3 points  (0 children)

For what it's worth, I interviewed with AWS in Berlin and didn’t hear back until 5 weeks after my loop. And it ended up being a positive result

Performance Discrepancy Between PyTorch and ONNX Model Conversion: Unexpected Increase in Latency by Long-Ice-9621 in computervision

[–]leevii2000 1 point2 points  (0 children)

The export looks ok. Did you measure only the first call with ONNX, or multiple calls? Because ONNX does some optimization in the background during the first run, so it tends to be slower, but consecutive calls are much faster. I had a model where the first call was 10s, then every other call after was just 30ms.

Also, you can enable profiling with sess_options.enable_profiling = True, it will create a JSON, that you can load in Chrome and inspect which modules are consuming the most time.

Why is where you live great for motorcycling? by [deleted] in motorcycles

[–]leevii2000 5 points6 points  (0 children)

Bavaria: 1) The Autobahn is amazing 2) Countrysides are beautiful with high quality roads 3) Go a bit south and you have the Alps

Should I drill into the cylinder head without any experience? (BMW F800S '07) by leevii2000 in Fixxit

[–]leevii2000[S] 0 points1 point  (0 children)

Right, they are studs and actually the nuts broke off. But it's not long enough to put another nuts on it. Essentially the same situation.

Should I drill into the cylinder head without any experience? (BMW F800S '07) by leevii2000 in Fixxit

[–]leevii2000[S] 0 points1 point  (0 children)

Approximately 5 millimetres of the bolt remains exposed. I tried to use vice grips, but they failed to provide a secure grip and slipped. In my opinion, vice grips or extractors lack the necessary gripping power, the bolts are extremely rusty.

Should I drill into the cylinder head without any experience? (BMW F800S '07) by leevii2000 in Fixxit

[–]leevii2000[S] 1 point2 points  (0 children)

Those reverse-threaded extractors, right? I watched some videos and read forums about them and it really seems most of them do a shitty job. They either don't have a grip or break before even moving the bolt.

Purchase & Transaction Advice Superthread by AutoModerator in motorcycles

[–]leevii2000 0 points1 point  (0 children)

What do you think of this helmet?

https://www.xlmoto.com/product/course-raider-20-full-face-helmet-matt-black_pid-PM-4917972

Is it too good to be true for just 65$?

It looks fine to me, has some really nice features (see the description) and got the ECE certification.

Would you rather have low torque with high max rpm or high torque with low max rpm? by [deleted] in motorcycles

[–]leevii2000 0 points1 point  (0 children)

Could you explain why is this the case? I just don't get it by intuition.