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gokuljs

3 karmajoined 6 лет назад
Building real-time AI systems (voice, retrieval, infra). Currently exploring WebRTC and audio/video ML.

Submissions

The Hard Parts of Streaming Audio in Voice Agents

3 points·by gokuljs·5 дней назад·4 comments

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1 points·by gokuljs·6 дней назад·0 comments

The Media Pipeline Behind realtime Voice System Pacing, Jitter Buffers...

1 points·by gokuljs·8 дней назад·0 comments

[untitled]

1 points·by gokuljs·8 дней назад·0 comments

[untitled]

1 points·by gokuljs·20 дней назад·0 comments

The Consensus Algorithm

3 points·by gokuljs·3 месяца назад·0 comments

Need advice: Back end engineer → infrastructure: how do you make the transition?

13 points·by gokuljs·3 месяца назад·8 comments

[untitled]

1 points·by gokuljs·3 месяца назад·0 comments

Ask HN: Do multiple short stints in startups hurt even if you've learned a lot?

5 points·by gokuljs·3 месяца назад·3 comments

Show HN: The Art of Retrieval

5 points·by gokuljs·3 месяца назад·1 comments

Show HN: The Art of Retrieval

4 points·by gokuljs·3 месяца назад·2 comments

How Real-Time Voice Agents Work: Media Infrastructure and Latency

3 points·by gokuljs·5 месяцев назад·0 comments

comments

gokuljs
·позавчера·discuss
I disagree
gokuljs
·4 дня назад·discuss
On top of the that now most of the open source contributers are assholes. they are insulting people as well.
gokuljs
·4 дня назад·discuss
It just pisses me off bro like from every angle ai is trying to fuck us.
gokuljs
·4 дня назад·discuss
Like they are building data centers right
gokuljs
·4 дня назад·discuss
Its not that dude. is been six years and we are still talkin g about that
gokuljs
·4 дня назад·discuss
It all starter from With the law in US (which was reverted) that you couldn't use all software research as expense so you needed to pay tax on no-profit. Then you cannat hire people remotly if you do that you will loose tax benefits and stuff. then ai picked up . basically we are screwed
gokuljs
·5 дней назад·discuss
I don’t understand. Can you clarify what you mean by “IPTV-related question”?
gokuljs
·5 дней назад·discuss
One part I think people may find interesting is the media pipeline. It explains how audio flows through the system, how frames are created, why click sounds happen, and how buffering, pacing, and the jitter buffer handle audio that arrives at irregular intervals.

I also open sourced the project. There are some interesting infrastructure issues in the repo that might be worth a look.
gokuljs
·3 месяца назад·discuss
Wow, okay, I do think like and calm myself.
gokuljs
·3 месяца назад·discuss
I don’t have a job right now. The next one I’m looking for is in this field.
gokuljs
·3 месяца назад·discuss
And this is what I am doing right now, like I am just reading the DDIA book and writing the raft consensus algorithm in Go just for learning purposes
gokuljs
·3 месяца назад·discuss
[dead]
gokuljs
·3 месяца назад·discuss
Then what happened ?
gokuljs
·3 месяца назад·discuss
The blog traces how search actually evolved. Every algorithm exists because the previous one had a specific flaw and a new one came into existence to fix it. I went deep over a month to understand how to build a real retrieval pipeline. What algorithms exist, why they exist, and what problem each one was solving when it was invented. Reading this you will come away with a full mental model of how to build a retrieval pipeline for any use case, and how to tune each stage for your specific needs.
gokuljs
·3 месяца назад·discuss
The blog traces how search actually evolved. Every algorithm exists because the previous one had a specific flaw and a new one came into existence to fix it. I went deep over a month to understand how to build a real retrieval pipeline. What algorithms exist, why they exist, and what problem each one was solving when it was invented. Reading this you will come away with a full mental model of how to build a retrieval pipeline for any use case, and how to tune each stage for your specific needs.