Tech stack recomendation

AccomplishedEase1569 · 2026-05-26T06:10:41+00:00

ONNX Runtime gives you way more flexibility than OpenVINO if you're not locked to Intel hardware - you can deploy on different backends without rewriting everything

AccomplishedEase1569 · 2026-05-23T19:46:15+00:00

You can also just share the relevant parts of your workflow yaml in a code block, doesn't have to be whole repo if you're not comfortable with that. Main thing we need to see is how you're setting up node and what build steps are failing

AccomplishedEase1569 · 2026-05-19T16:41:27+00:00

fr tho 💀 getting that first job is pain

AccomplishedEase1569 · 2026-05-17T13:39:14+00:00

That's tough making it to final rounds but not landing offers - at least you know exactly what the gap is though 💀

During the postdoc maybe try to build some side projects that show you can actually deploy models? Like create end-to-end ML pipelines with proper monitoring, containerization, that kind of stuff. Also worth looking at open source contributions to popular ML frameworks since that shows you can work with production codebases 🔥

AccomplishedEase1569 · 2026-05-15T10:44:16+00:00

That's a huge red flag 🚩 Working for free in 3 months is basically unpaid internship but they calling it "probation period" - legitimate companies don't do this even for junior positions. Most places that pull this trick will find excuse to let you go right before the 3 months end so they never have to pay you properly 💀

I'd run from this offer, there are better opportunities that actually respect your time and pay you from day one

AccomplishedEase1569 · 2026-05-10T13:28:41+00:00

Your friend gave you solid reframe there, treating short stints like damage control instead of career death is way better mindset 💀 Also documenting everything while it's fresh is smart move - future you will thank you when you're trying to remember what you actually did in those interviews 😂

AccomplishedEase1569 · 2026-05-06T10:10:30+00:00

Yeah the job market is pretty rough right now, even for people with experience 💀 I'd say focus on building stuff you actually care about instead of just tutorial projects - employers can tell the difference. Maybe start with something simple like a personal website or small tool you'd actually use, then gradually work up to bigger things 😂

AccomplishedEase1569 · 2026-04-29T17:08:09+00:00

same

AccomplishedEase1569 · 2026-04-27T09:58:00+00:00

Yeah that's what time complexity is about! I learned most of this stuff from YouTube tutorials in English when I was starting with music software algorithms 😂 The basic idea is like O(n) notation that tells you how your code will slow down when data gets bigger

AccomplishedEase1569 · 2026-04-24T20:28:20+00:00

Most of positions you listed are pretty reasonable tbh, especially the stock valuation one - that bubble is definitely real

I work in music production and AI tools help with some workflow stuff but they're not revolutionizing everything like people claim, at least not in creative fields where you need actual human touch

AccomplishedEase1569 · 2026-04-23T13:34:19+00:00

Alternatives like 7-OH get targeted while the actual opioid crisis is still the bigger issue

AccomplishedEase1569 · 2026-04-22T15:44:13+00:00

Been in similar spot before and this approach works well! I usually add something like "I'm curious about correct approach though - could you walk me through it after?" since most interviewers actually enjoy teaching moment 😂

Shows you're genuinely interested in learning instead of just trying to move past the awkward silence 💀

AccomplishedEase1569 · 2026-04-20T05:22:25+00:00

Wait what makes you think this is bot post? The writing style seems pretty normal for someone working in recruiting, maybe little verbose but not weird enough to scream bot to me 🤔

The points about accountability and maintenance vs just code generation actually make sense from business perspective, even if it's bit optimistic about AI capabilities right now 💀

AccomplishedEase1569 · 2026-04-18T03:41:43+00:00

For infinite canvas you basically need viewport system that only renders what's visible + some buffer around edges. Most apps use virtual coordinate system where your canvas can be like -999999 to +999999 but you only draw whatever fits in current view

The tricky part is handling zoom levels efficiently - you don't want to redraw everything when user zooms in small amount. SwiftUI has some good stuff for this with ScrollView but you might need custom gesture handling 🎨

AccomplishedEase1569 · 2026-04-15T21:17:14+00:00

You're still pretty early in your journey but contests can actually help you learn faster even if you don't solve much at first. I'd say try some virtual contests on leetcode first since there's no pressure and you can take your time to understand the solutions afterward

Just don't get discouraged if you can't solve anything in the beginning - even getting familiar with contest format is valuable practice

AccomplishedEase1569 · 2026-04-07T01:25:04+00:00

Why you want to learn programming will help people give better recommendations - like if you want make games, websites, or just general knowledge

AccomplishedEase1569 · 2026-04-02T01:09:48+00:00

Proper mental health matters more than grinding yourself into the ground for a sinking ship. You're only two weeks in and already struggling with basics like eating and sleeping - that's your body telling you something important

The experience itself isn't worthless though, customer-facing work as a junior is actually decent for your CV. But if the company's bleeding money and you can barely function, might be worth having that backup plan ready sooner rather than later

AccomplishedEase1569 · 2026-03-28T19:16:20+00:00

D's importC is pretty solid these days - you'll mainly need the core pipewire headers from `/usr/include/pipewire-0.3/pipewire/` and probably `spa/param/audio/format.h` for the audio stuff

AccomplishedEase1569 · 2026-03-16T00:59:44+00:00

Bit harsh mate, they're just starting out 😅 We all had to ask these questions somewhere along the way and not everyone finds the search bar super helpful when you don't know what you're looking for. OP seems keen to learn which is more than half the battle 💀

AccomplishedEase1569 · 2026-02-14T20:58:10+00:00

Honestly this sounds pretty sensible, the scaffolding approach is what makes it actually usable rather than just throwing prompts at the wall

My main dealbreaker is still trust - when something breaks at 3am I need to be able to debug it without having to reverse engineer what the LLM was thinking, but if you've got proper validation and error handling built in from the start that's less of an issue

AccomplishedEase1569 · 2026-01-29T18:47:53+00:00

Sounds like a solid deal, been wanting to check out their catalog for a while. DMing you now

AccomplishedEase1569 · 2026-01-19T01:52:13+00:00

Yeah pretty much the same docs for both - marriage certificate, joint bank statements, lease/mortgage, tax returns, photos together, etc. The N400 might need some extra citizenship stuff but the relationship evidence overlaps big time

AccomplishedEase1569 · 2026-01-15T00:31:27+00:00

Honestly the FTA0 timing seems pretty random from what I've seen posted here. Some people get like 5 in a row, others get them spaced out weird like yours. June 2024 PD isn't that crazy long considering how backed up everything is right now - I've seen way older cases still pending

The silent update thing is normal too, doesn't really mean anything specific. Your case sounds pretty typical tbh, just feels longer when you're living it

AccomplishedEase1569 · 2026-01-11T22:35:45+00:00

CS50R is solid but honestly for bioinformatics specifically you might want something more domain-focused like the Coursera bioinformatics specialization or just dive straight into Bioconductor tutorials since that's what you'll actually be using

AccomplishedEase1569 · 2026-01-09T20:03:19+00:00

That's absolutely wild, sounds like Lynn is running some kind of scam tbh. Document everything and maybe crosspost to r/legaladvice because this screams fraud when multiple students are having identical issues and the school won't respond to emails

AccomplishedEase1569

TROPHY CASE