Ok story of my most most recent job search (not sure devRant could handle the load if I was to go through them all)

First a little backstory on why I needed to search for a new job:

Joined a small startup in the blockchain space. They were funded through grants from a non-profit setup by the folks who invented the blockchain and raised funds (they gave those funds out to companies willing to build the various pieces of the network and tools).

We were one of a handful of companies working on the early stages of the network. We built numerous "first"s on the network and spent the majority of our time finding bugs and issues and asking others to fix them so it would become possible, for us to do what we signed up for. We ended up having to build multiple server side applications as middleware to plug massive gaps. All going great, had a lot of success, were told face to face by the foundation not to worry about securing more funds at least for the near term as we were "critical to the success of the network".

1 month later a bug was discovered in our major product, was nasty and we had to take it offline. Nobody lost any funds.

1-2 months later again, the inventor of the blockchain (His majesty, Lord dickhead of cuntinstein) decided to join the foundation as he wasn't happy with the orgs progress and where the network now stood. Immediately says "see that small startup over there ... yeah I hate them. Blackball them from getting anymore money. Use them as an example to others that we are not afraid to cut funds if you fuck up"

Our CEO was informed. He asked for meetings with numerous people, including His royal highness, lord cockbag of never-wrong. The others told our CEO that they didn't agree with the decision, but their hands were tied and they were deeply sorry. Our CEO's pleas with The ghost of Christmas cuntyness, just fell on deaf ears.

CEO broke the news to us, he had 3 weeks of funds left to pay salaries. He'd pay us to keep things going and do whatever we could to reduce server costs, so we could leave everything up long enough for our users to migrate elsewhere. We reduced costs a lot by turning off non essential features, he gave us our last pay check and some great referrals. That was that and we very emotionally closed up shop.

When news got out, we then had to defend ourselves publicly, because the loch ness moron, decided to twist things in his favour. So yeah, AMAZING experience!

So an unemployed and broken man, I did the unthinkable ... I set my linkedin to "open to work". Fuck me every moronic recruiter in a 10,000 mile radius came after me. Didn't matter if I was qualified, didn't matter if I had no experience in that language or type of system, didn't matter if my bio explicitly said "I don't work with X, Y or Z" ... that only made them want me more.

I think I got somewhere around 20 - 30 messages per week, 1 - 2 being actually relevant to what I do. Applied to dozens of jobs myself, only contacted back by 1, who badly fucked up the job description and I wasn't a fit at all.

Got an email from company ABC, who worked on the same blockchain we got kicked off of. They were looking for people with my skills and the skills of one other dev in the preious company. They heard what happened and our CEO gave us a glowing recommendation. They largely offered us the job, but both of us said that we weren't interested in working anywhere near, that kick needing prick, again. We wanted to go elsewhere.

Went back to searching, finding nothing. The other dev got a contract job elsewhere. The guy from ABC message me again to say look, we understand your issues, you got fucked around. We can do out best to promise you'll never have to speak to, the abominable jizz stain, again. We'll also offer you a much bigger role, and a decent salary bump on top of that.

Told them i'd think about it. We ended up having a few more calls where they showed me designs of all the things they wanted to do, and plans on how they would raise money if the same thing was to ever happen to them. Eventually I gave in and signed up.

So far it was absolutely the right call. Haven't had to speak to the scrotum at all. The company is run entirely by engineers. Theres no 14 meetings per week to discuss "where we are" which just involves reading our planning tool tickets, out loud. I'm currently being left alone 99% of the week to get work done. and i'm largely in-charge of everything mobile. It was a fucking hellhole of a trip, but I came out the other side better off

I'm sure there is a thought provoking, meaningful quote I could be writing now about how "things always work out" or that crap. But remembering it all just leaves me with the desire to find him and shove a cactus where the sun don't shine

.... happy job hunting everyone!

DISCLAIMER: UNPOPULAR OPINION

I'm tired of the Linux community, they effectively discourage me of taking part in any discussion online

I'm currently making Windows-only soft, some game stuff, some legacy DirectX stuff you got it.

Everytime I go online, this shitty pattern happens, when I stumble upon a problem in project I don't know how to fix and I ask for help
These are responses
- HA, HA, WINDOWS BAD, HA, HA, GET REAL SYSTEM
- In Linux, we can do X too. I mean it has 4x less functionality and way shittier UX and is even harder to implement but it can probably work on too Linux, so it's better, yes, just move to Linux
- btw you didn't like Linux before? Try this distro man, it's better <links random distro>

Is there anything valuable in the Linux community? I feel like these people don't like Linux anyway, they just hate Windows. Every opinion, tip is always opinion based. Anyone who works on internals knows how much better and how well thought is Windows kernel compared to Linux kernel. Also, if someone unironically uses Linux distro on desktop PC then he's a masochist because desktop Linux is dieing. So many distros ceased work only this year.

Is it a good tool for servers and docker containers? I don't have my head stuck up my ass to admit that yes, it's much better than Windows here.

This community got me stressed right now, I fear that when I go to bathroom or open my microwave there's gonna be a Linux distro recommendation there

😠😡😠😴

So I work for a company that has a recommendation system. If the person you recommend gets hired and works for more than 3 months you get a bonus.
$500 if you recommend a man
$700 if you recommend a woman

Isn’t this discrimination?

I know they are trying to incentivize women to get into tech but this is just ilegal and quite frankly not the best way to get results.

Cinemark's recommendation system could use some tweaking, lol.

I will never work on something interesting within a company, it's always going to be either making a site for donuts or some recommendation system type of capitalistic bullshit.

Maybe, I could become a PM and do category theory at work instead of drinking coffee at the balcony

proxying youtube

today I thought writing a quick project, a youtube proxy server, as in, you browse localhost:<PORT> and youtube comes in the response.

this is not rocket science as proxy servers have around for a long time.

I thought it'd be interesting to code it in userland, as opposed to "systemland".

And 50 lines of code and some minor hurdles later I see youtube "running" in localhost.

Although youtube didn't just work as usual since the videos don't actually come from youtube.com, but from googlevideo.com instead. And my browser, expectably, enforces CORS and forbids any requests to it.

At that point I started to think of ways to somehow proxy googlevideo.com too. But the solutions are not at all trivial.

Then I thought what was the payoff of all this. I tried to proxy serve youtube out of curiosity, and sure thing, you can do it.

But what problem would proxying youtube solve? Maybe I should think in a fuller way what are the problems I have with youtube.

One issue I have is the exposure, discoverability. To explain it, let's say I have been watching a very, very big amount of videos as of today.

Personally I would expect youtube to understand very well by now what my tastes are, what do I want to watch and what I do NOT want to watch.

Notice that I am very black and white, and I do not have much interest in watching certain types of videos.

It could be true that if my expectations of how youtube should work became reality then youtube recommendations would become polarizing or echo chambering.

But that is my decision though, and the problem with youtube is that it's seemingly forcing a single recommendations algorithm onto everyone.

Some people are more open minded and want to watch EVERYTHING, and a lot of people don't.

But users aren't deciding what they should get recommended. Youtube is making that decision for them. And it sure feels like it's trying to maximize ad revenue.

I for one don't give two flying fucks about pranks or diva youtubers. Yet youtube is adamant in presenting some of these to me.

Now, trying to come up with a solution for this is really non trivial. It would definitely require some youtube mining, or some kind of network so as to not get rate limited when mining, and even then you still have to think of how a good recommendation system would work.

I think the implementation of all that would be too much for me (time and skill wise). But I think it's fun to at least try to outline how recommendations could work.

I would very much prefer that when youtube recommended something, at least it has some number of confidence meaning how much would I like that video, so at least I know what to expect.

It should also have some indicators like what is the mood of the video. As in, sometimes I watch youtube in the mood of learning, like programming videos, but most of the time I watch to get entertained.

These ideas are just brainstorms and could be terrible on reproduction, but I'd like to hear what ideas can some of the people here can come up with.

YouTube... for video creation.

Now I know I was a really amateurist video maker trying to make tutorials and videos about his coding creations in Mugen (you know, CNS state controllers and stuff,...), but this is the kind that's hard to get views from if you don't have a reach long enough to appear in search pages. I've had fun tagging my videos with plenties of tags just so they appear someday as a relevant result. EVEN in search pages for videos in the week, they barely appear and are sunk under videos of your Nth Mugen KOF clone with broken chars, Mugen ryona, Mugen hentai,... Speaking of which, did you know someone got to one of my videos from one of these?! How does YouTube's recommendation system work at this point?!
In the meantime (more like recently), I've been more interested in Ikemen, still kinda Mugen, still a DSL for a game engine, but still fascinating and there's material for tutorial making. But if I ever went back on video making, that won't be on YouTube. I'll just stick on Twitter and Discord if I were to share my content. At least, I got people following me there and a base visibility over there to start with. I could consider forums as well, why not, but YouTube is a no-go for me now.

Data Scientist: Recommendation Engine
Sr. Data Scientist: Machine Learning system to recommend personalized content to users.
Principal Research Scientist: AI to realise users' need for content and customise the user feed using content populated for maximum content usage that correlates with their likes/needs/wants.
God: ...

How many projects is too many projects to single-handedly develop for a company as an intern?

This place I'm at fam! The fucktards won't even offer me a job, yet they're trying to put me on a 3rd & 4th system, after single-handedly delivering 2 projects already that met their expectations. A recommendation letter is great, but what I want/need is a fucking job!

!rant

I am building a side project to build a recommendation system for research papers. Since it's my first attempt, any tips? Also, my plan is to get it in the cloud, build a separate webpage to summon data from it. Honestly, most of it is three-fourths imagination, one-fourth google queries. The cloud idea is solely to provide it means to train real time.

I plan on using Python for this, other than the html/css frontend.

As someone who is very new to such a project, what should I know before I start?

Thanks,
S.

I want to build a industry grade recommendation system. Total users are 1M and total items are more than 100M. Conversion events are item consumption in form of view time and view.
Can you suggest me how to build or some step by step tutorial to build full fledged recommendation system