#2027_summer
1 messages · Page 3 of 1
lowk just use ai to make test cases
otherwise its low aura
But then how can I get a job bro 😭
so just make it nepo 😭
Your suggestion isnt any better
Kanu is switching up on his day 1s
this happened to IB like 20 years ago
Prompt engineering interviews
Whatever you say to the ai it'll just one shot the whole problem
I'll nepo u bro 🙏
they have some hardcoded instructions to nerf the shit out of the given model, I guess you could spend 10 minutes trying to jailbreak it
To where 💀
Oh
So the ai assistance is for debugging mainly
yeah, or for synthesizing existign code in the given repo
otherwise why would they give u the ai, u think companies don’t know candidates would just try one shottinf
It lowk just might be an excuse to make the problem way harder
"u have access to AI so u get a harder problem" but the AI is useless
It would make me not respect the company anymore and not want to work there
Yea I agree prev/school/nepo is the way
ye lowk but like meta and netflix do ts i heard
nepo 😭
really?
bar is just higher
What do you mean 💀
before its prob nepo + behavioral
ig that’s fair like google used to hire ppl from ivy leagues primarily cuz there was no good way to gauge who to hire jus hire the “smartest”
Nepo is like networking with your parents
So I don't see the issue
@swift moat do i watch classroom of the elite
yes
okk
I think I read that article, it was complaining that they didnt visit enough minority/dei colleges
Can they visit Purdue
can they visit kennesaw state pls 🙏
google needs intellectual diversity hires
they can hire our freshmen
it's highkey entertaining
it's a lot less nepo but prob more school-selective
tbf i think part of it is also that most cs majors suck at playing the nepo game 😭
but if ur good at it or are in the right deomgraphic it can take you really really far
like "networking" in general / making connections
that's true but like refs have mostly lost their effectiveness in tech over the years
so even if u could do it, it wouldn't be that effective
oh wait yeah i agree ofr big tech it's not important till you get to high levels
but for smaller companies and in startups it's insanely important
academia too
yeah fs, i think the small amount of ppl who play the networking game do benefit tho
how does one do this tho
just go crazy with linkedin recruiters dms?
cold emails, mutual friends, etc
i wouldn't msg recruiters directly usually
deadass?
yea
it's p useless imo
gng
mutuals friends wont do shit for me
Cold email the CTO
they not at big tech😭
rip
do i just dm engineers on linkedin
What if you get referred to an opening on a specific team
yeah
Surely that helps
ngl i though big tech was actually skill
until i saw it myself this cycle
with zon process
Everything has an element of RNG
it is
the amount of skill correlates with your school ranking + prevs
There’s still rng
eh
Especially early on
better your prevs + school -> less rng needed
i feel like its still heavily rng
True
this is correct
How much would emailing recruiters help?
scroll up
nah but ig cold dming diff than emailing
hi
or two
a lot of recruiters would still read emails atleast i hope
hello fellow ngmis
this is more of like a warm referral which is always useful but you're genuinely like never gonna get one of those
hi nepo me into quant
no can do
I need an abg
😔
one abg please
the z2s and jeff nguyens of the world will surely respond to your call
shit genuinely seems useless if ur not at a T10 school
1 out of 10 still p good? others might js have read and considered?
like if im from a T100 and trynna go to google
it mostly just works for much smaller companies
i got referrals from this disc
I saw a guy get messaged by multiple principal engineers on Twitter by posting what he had been working on
Yo who wanna refer me
It was an ML lib from scratch
makes sense
So like that’s also an option
is this the method
Aura farm on Twitter
i gotta start doing this
I saw someone from loo post their own ml model td..v cool stuff
Yeah that guy
feel liek the bars raised so much
Dayum
Maybe even offers
Idk but he can get nvidia for sure
damn this is acc crazy one good proj can get u sm
can u send the post
Yes
Ofc
like i was thinking of building a multi agent system with one acting as a junior dev and one as a senior reviewerer that ppl can use
I trained a 12M parameter LLM on my own ML framework using a Rust backend and CUDA kernels for flash attention, AdamW, and more. Built with Reese Chong.
Wrote the full transformer architecture, and BPE tokenizer from scratch.
The framework features:
- Custom CUDA kernels (Flash Attention, fused LayerNorm, fused GELU) for 3x increased throughp...
💀
yeah gng
its over
It did a lot better on Twitter
Had a lot of ppl glazing him
Ye you can get procs if you do stuff like this
im wanna do smth really good this summer
Especially at startups
the replies 😂
Lol
Yeah and a principal Eng
Both said to dm
So prolly guaranteed proc
Maybe even offer
He got blox it mogs lowkey
im realizing grp of ppl like us who r online and active w this stuff is p small?
tf😭
Holy
holy
holy goat
now that this is done, is smth similar good to pursue or nah
i thought nvidia mog for lowlevel
i dont see why not
Yeah
might not get the same results but it might catch someones eye
good for learning regardless
i got 3 ml procs this cycle and ig a project like this would bump up a lot
i need to get into more ml
did u start with ml theory from the ground up
like all the math
Yeah that was my start through uni courses, but the procs i got were because of applied ml i had on my res
if ur gonna be a mle u dont really need to know a ton of the math
unless u wanna do grad level ml
u need to know theory for interviews, but im sure for resume u need more applied ml
yea
im math and ds so i took more courses on math background tbh than applications but its not useful for project
doesnt teach u to actually make models and stuff just y it work
Pretty much I mean the GPT 2 training set is public and can be trained in under 48 hours
With a 5090
Hold on let me fact check that
with a 5090 😭
ig js start working and ull figure out if u know fundamentals
nerf co op program man
oh ok
ok so were do you start if you just did backend swe
just start using pytorch nd stuff ?
im ngmi it swe man dont ask me
i made a few good models tho pytorch is good
lmaooo
Worst day of my life

i have nlp stuff like keybert, umap optuna etc etc
Hmmm yeah trur
but mle is also kinda this id say?
idk depends on company
yeah ig
like i knew basic ml theory like gradient descent and basic regression and multiple regression but not sure if thats actually useful for ml eng
some mles do like rag but most do like grunt work ml
gradient descent is useful
im not sure if mles do grunt work
bro im pretty sure they do unless ur phd
since a lot of em work w recommenders personalization etc
What kinda work ur sayin?
like most is tuning params or feature encoding
you dont get to build models or research
yea
theres def exceptions if ur cracked
lowk most ML is just regression man
but just more and more stuff added to it
but theres other cool models fs
wtf orz
orz orz
im actually so gapped
Yooo that’s me
Lmaooo
if I alr accepted an offer for the summer but I still have a recruiter screen coming up at a better company, should I disclose my accepted offer?
or say I have an offer with a deadline instead
ur project is so comprehensive great work man. Haven’t tried it out but its like u made a real framework not a toy for learning
W ty man appreciate the kind words 🙏
I’m gonna keep doing more I really like the ML sphere
tuff tuff
Making a similar project rn with way smaller scope c++ and eigen wasn’t planning on supporting gpu training do u think working in the team made the project more solid
Guys for someone to still be in zon proc and want t start internship on may 18th, will it be enough time to go through bg checks, onboarding, and getting an apartment
in under a month
assuming I get an offer next week (hypo)
It was more fun fs. We kept each other motivated
are jobs possible this sunday in the great 2027 summer
larper job hop alr mr publisher in the journal of ieee
im h1b cap selected cant switch jobs now
u told me abt this b4 u slimed me out...
wym slimed
unc wouldn't get it
are they making u work today
can ibm interview me
hello fellow ngmi
dm for mai ref, guaranteed interview but u will pay with ur mental health
how does this work
like u have to wait for someone to sponser u again
or is sponsorship like a time thing where ur sponsored for x years
it means if i wanna switch jobs i have to either
- wait till oct, start on h1b then transfer or
- forfeit my h1b this year and try again next year and switch immediately rn
i was planning to not start on h1b till next years oct cuz i still got my stem ext. till feb 2028 so i will be just wasting 1 year of it
oh well
this is what its like to have minimal rights
give me opt refer
and give him like 15k
@crystal pendant pls marry
long time away until ts 😭
@noble lion @fluid salmon tried this? https://leetcode.com/problems/can-i-win/
@urban ore ok i asked my network if he can refer me to a couple of roles
coworkers soon?
2027 will be the year i finally get into fang
@solid portal we locking in right
LMAOOOO
yo 😭
what house 
@solid portal 2027 summer is insane
@grok partition this data by "older than z2p" and "younger than z2p"
whats the point of this vid?
helu 2027 ppl

Crazy how there’s 150k ppl in here
And me and yeema would beat the fuck outta all of them
bro hasn't responded to my reels btw
😭 @solid portal
@balmy bolt wouldn't do me like this
If you made $1/year for every person in this server, it would be more than your TC
this is the ultimate insult to CSCD’ers
Crafted from the core of a neutron star
ok blud
It is said to instantly vaporize any CSCD’er who hears it
and that saying in front of unemployed people
look cool for th summer
@solid portal u made me gmi thank u
yeah no
Is this u
sure
connect on linkedin then u can get marriage process
*reconnect
that’s true i would never ignore u heis
WHAT
orz
what up chiz ٩(◕‿◕)۶
hi ٩(◕‿◕)۶
chiz i didnt get to do neetcode in the morning but i did some work for my research lab and then i have an MLT session at 5 anyway
i think im planning just to blow myself out of the water with reseearch experiments from now until the end of the school year
yeahh i will
yeah like a course
like the coach holds somtehing every sunday for a course type beat
idk yet this will be my first 😭
orz
orz mito
no harm in asking ur recruiter
alr will do
dude
u deadass on the grind
holy fuck
i needa start copying u
u soph?
hi
@ember harness hi
let's go
@lilac hemlock do Serialize and Deserialize Binary Tree
its time to get js
grind never stops
tbh i dont really like swe
i want to become a manager or smth
so i dont need to write much code
not like you're writing too much code in the first place
just gets less and less with time
we alr dont write code 😂
did u get blox?

gg go next
nah u got it
woah
google gotchu tho
hello fellow ngmis
NO
aren't you in proc?
was the community apprenticeship for a specific team in roblox?
no its just swe internship
they team match you
based on a form you give them
teams look at your form and be like do i want this chud
i failed
i failed everything
im relegated to the banana plantation
:(
yesss
ohhhh cuz iirc team matching like wrapped up when the app came out 😭
I thought it'd be for the specific lua/roblox dev facing teams
nah just teh same pipeline for community apprenticeship
damn roblox has the same tm form as Google ?
oh damn
tm is guaranteed at roblox*
not google
do you do it before int or post offer
oh
what was the difference between the general opening and the apprenticeship
?
ones made for college students
ones made for roblox devs
and they all funnel into the same role essentially which is a swe intern
so that means
people who have already graduated can even apply for community apprenticeship
you just need to be a roblox dev
oh damn new method for internship
post grad trying to get internsihps 😭
feeling particularly ngmi
is this larpable
which one is easier to get into
apprenticeship has an extra round compared to the general one right
no
not really cause in the last round you present your games you've made
hmm
me too
the roblox game dev pipeline is less rounds but a harder into
intv
my friend did it
might need to vibecode a brainrot game
1 tech + 1 behav -> 1 portfolio review vs normal swe which is i believe 1 tech + 1 behav + 1 tech
that i have?
fucking
it can be any game
??
no 😂 has to be made in roblox studio
Ohhh yall got the 2nd tech replaced with a portfolio thing
Fuck
Makes sense
cant say no doxx 😳
Like a slender man creepypasta mod
cause you can find the range of games that have this player count
and then i'm sure it'll be very easy from there for reasons i won't specify 😂
no
failed last round due to
who knows
maybe they didn't like my answer to their follow up q's
yea
i shoudl've done better
fuck
someone rewind time for me
We’re all interviews back to back?
i am
congrats on 0 users 
fuck are you going back to zon this summer?
Ngl zon bananas are good
how many zon is roblox?
I ate like 3 everyday
@peak cave
hm
Roblox is 2x zon
2.5? dam
ye im thinking 2+
wait people outside of tech don’t think it’s aura though
its ok cause apparently my zon team is cooler this year
i think ill be working on some
ml infrastructure
its corny outside of tech 😭
we love jassy
we love aws
whats aws
imagine walking around with roblox swag
Might be 1.75 zon
ye lowk
pedo
Idk
nah everyone thinks its tech
nah they gonna think ur some loser game dev
tech people + young people think its aura
Wait I thought people think of it as pedo game
never really got into Roblox so wouldn’t know
nah
roblox is trash
?
they add them on roblox and then they move to discord where they proceed to groom them
This is an untrue statement
so discord is def one of the big problems
Roblox 2x zon then
alpha drop ??
its true 😭
compared to roblox yeah
i tohught u cant even type on roblox
my friend got blox internship this summer and the perks are genuinely insane
its like only 18+ people
what do they get
that's teh whole point of the feature
W roblox
roblox doesn't pay you a crazy high salary (sorta on par with faang companies)
they treat you so well
it doesn’t matter benefits make up for it
free food, compensation/benefits for basically anything you can imagine
p sure someone here said roblox ng is the highest ng publicly traded salary or something along those lines
free transit in your area ofc
250-300k
it’s pretty high ft
orz
first year is ~260k and recurring is ~230
oh I was talking intern idk about ft but I believe you
some teams at roblox are interesting as well
yea Roblox is insane
icarus what’s the bear min salary I need to lock in
like the c++ ones
all this roblox talk..
should i put my inc for fall 26 on my resume if im applying for summer 26 internships
i need to leave..
no why would ur summer care ab ur fall
even intern is quite good
nah it could be good
roblox to quant is real
ok I see
😔
FUCK
idk about content safety tho
Roblox c++ op
Roblox -> Anth 
Thanks for this advice
I didn’t know blox c++ was good
Apple
I wish I got blox
no u dont
Game dev c++ and quant have a lot more overlap than ppl think
Zon is the single greatest employer
How good is Roblox non c++ team?
Zon making us all upper middle class
framemogged by walmart
what team r u on?
ngl Walmart interns get the nicest housing I have seen
Pretty good
Good
no
ROS
putting inc on your resume is kinda cringe
What is different between systems swe and normal swe at Nvidia
ahh i see
you're just fishing for clout with nothing to show for it yet
Nah shows you made it in
have u gotten ur mentor yet? i didnt get mine in my tm email
The point is to show you were able to pass a companies interview proc
What is systems swe
I think it helps your resume lwk
If you put incoming
Just manager and new recruiter 😭
Have u met ur manager yet?
same
ye i dont think he fucks with me tho
ro might be cooked already
is Roblox ro high
define high
😭😭😭
Mine was pretty chill
He mentioned the free food
Google RO is probably cooked this year though
mine was strictly business
Have u heard anything abt return intern rates?
he was russian tho and all russians are intense
its how you farm later internships?
nothing official ive just been surveying around from previous interns on infra teams and how ro rate was for them
this is true I saw it with my own eyes when chaeyin applied to fall
Probably right ?
idk
and it seemed like 75-80% got it
psat years its if u finish proj and RO right
but sample size is small
Feel like they over hired this year
Yuh
Oooh yea I asked my recruiter and it’s pre much a black box for them
Surely intern ro is easier than ng tho
r u soph/
I guess but there were so many offers on LinkedIn around Christmas and recently
returning as an intern
intern -> intern is higher ro rate from the blox discrod
its like 5-10% differeence
let’s build a pc this summer
ram prices 💀
Papa Jensen would not be happy 😔
I need a pc for gaming I realized
My 1060 is cooked
bro...
do you get a free gpu with an nvidia internship
I don’t think so you get points to buy one idk how you get more points though
I beat black myth wukong with my 1060 though 10-70 fps
ah i see
3rd yr but it’s a 5 yr coop program
Ooooh wait perfect
waterloo?
Blox ng 🙏
Canada
chud factory
Ok so like
waterlooworks is mid.
Let’s say the base CS school is like UMD
its good for the first few coops
What is loo in comparison to UMD
Like 3x UMD?
for everything recruiting
Like 3 UMDs make a loo
maybe CapitalOne UMD > loo
how many UMDs is loo
Yuh
Like 2 UMD is loo
2 maybe its a lot
Can’t compare Apple to oranges
so would you say like
theres also ass ppl
1.6 UMDs is like 1 Loo
the ass people also do well compared to equal ass people at other top schools
UMD a feeder to Amazon but isn’t that it
is toronto the one with the 2 2 my word fam
the 6ix 🔥
all love and yes im a sophomore but not at all am i where i wanna be yet 💔
ill try tomorrow 🥹 im still not comfortable with tree problems cuz ive kinda just moseyed through the easies
tree problems are hard rn
U have no aura
What is the lc rating I should aim for
you should aim to be interview ready
thats all
@coral cedar you wanna cook together this summer
^
I've finished 🤓
unironic truth
nice larp bro
cook what
dont you only have 144 LC done
u said u at 40 problems
find a house first
Steak
nah dont skip
lowkey ive been skipping them too 😭
I’m not homeless anymore I have a Toronto guy
o shoot
Ye 144 is not far away from 150
unless ur grinding ofr a interview in a week
my father chiz catching me as we speak
ill prolly revisit once im done
how do i pass js screen
never skip
nah im preparing for newgrad so ill start then
its so chopped i cant lie
mijo 😭
like contest?
Nah ur chill take ur time lwk
i KNOW i was lowkey speedrunning to trees but prolly shouldnt do that
Take ur time
Ye
Damn that's kinda hard
okok ill take my time with going through it starting tomorrow
ye just try to understand each solution atleast
if ur speedrunnign
yes yes
oh my b og whats ur rating rn
Yuh probably shouldn’t speedrun unless like job interview
gotcha
@livid topaz lets hit radiant this summer
and i have a ways away until next cycle so ig its not time to speedrun
I haven't done any contest
What is radiant
okay gonna go back to doing assignments thabks peeps
u should get a rating and see how many u can do
but also dont care abt ur rating
i dont do contests anymore i just upsolve
I see
also love the pfp
Wait lwk I’m ass at Val
Cause last year Zon gave me a 2100 on OA so I'm lowk scared 💀
I feel like OAs are getting too difficult
r u from india??
I Chinese
what q?
Railgun is ass compare to index
Railgun is mid lwk
@coral cedar let’s start a stardew valley farm
😞 wait lwk its kinda boring ngl im not good enough where it becomes fun
w ragebait
lowkey OAs are rng and also a lot of ppl at my school just gpted it and got interview
since interview seems to be easier
@coral cedar modded terraria play through
r u inviting me?
ok
!??!?!
modded Minecraft
im on that cobblemon
Cobblemon good
Pixelmln cooked
really
@unique robin
thanks
where tf r u getting this from?
and u too

honestly
wallahi
I dreamt about it
Hi chat
yo gurt
hi christo hru
hollyyy congrats
I’m very fire thx what’s up with u
is MS just done for extra cycle
wsg king
orz
maybe
maybe 😭 ??
where r u getting this
im a junior but i think im probably staying another year
not much just chilling
depends on if i get spring
he is in high school
that was me last year lol
wells fargo so goated
im like hey whats up hello
idk if wells is goated
aws mogs all
what team?
the team looks cool
same tbh
eficc
i do
ur shit was the first thing on my li
orz
orz
i rlly dont wanna stay another year tho but its wtv😭
@violet belfry yo if im applying to quant sutff for s27 is it fine to leave bullet points under my s26 internship blank
How are projects made these days
I failed zon int a couple years ago 💀
I lowk feel insanely bad when I just ask Codex to do it 💀
passed this year tho
yea ik what org im in
i just have
like
summer 2026 - team
me?
no this is my firs tsummer in college
one of the decent state schools for cs
{umd, purdue, ucsd, uwisconsin}
bro snuck in ucsd
so true
do you have money
Wym a couple years ago arent u a soph
no but I don’t have debt either
And I will make money later
bro larping
anyone else hate california
lol
time to Acquire some debt
real
me
ngmi
how so
Nah on a real note I’ll be going to Texas for about 2 weeks and then NYC for about 3 weeks
bloomberg getting us right
^^
NYC and Cali are completely different
brother ik u think mumbai is better
wyd in tx ?
im going to comedy show in fort worth b4 internship
who tf is gonna be in fort worth bro
what is with these message deletes bro
he has a bot that deletes them cuz he thinks he's hollywood
DFW > Cali and NyC
So basically
NYC: April 21-28
Florida: April 29-May 4
Drive to Texas May 5 - May 6
Austin: May 6 - May 12
Dallas: May 13 - May 17
Florida: May 18
Drive to NYC May 19 - May 20
NYC: May 20 - June 14
Drive back to Florida, stay with family
Move into new place June 22
he truly is
woah never woulda guessed that
Yea
Someone asked
Okay fine. NYC is nothing like any of the major cities in California
They are all completely different
austin nasso
LA ain’t walkable at all
It’s buns
SF is actually more bussable than trainable
Whereas NYC is trainable
Also this under the assumption u r actually in SF and not South Bay
Depends where u r
orz
I need nyc internship mane
If ur actually in SF it is very bussable
like 20-30 min to go everywhere
Not an hour
my mommy i think is coming with me
tuff bro
I think we are confusing city for metropolitan area
The actual city is all urban, but South Bay isn’t part of the city just the metro
yeah makes sense
Yeah townhomes
Everywhere
Yup
what no
Only the tenderloin is sus
like if ur near the pier it ain’t bad
As a side note, Chicago actually is very comparable to NYC imo
chicago so nice
And I honestly think I like Chicago a bit more despite the fact that when I was in Chicago is was freezing cold and snow everywhere
I think I took much less time to get everywhere maybe just cause it was smaller
Like nyc takes so much time to travel to different burrows
chicago public transportation is pretty good too
What is it actually then
ok
idk but im just curious where ppl get these stats from
hmm i see
what about austin summers and general warming up
This bouta be me trust
love u
