Timilehin Toba

I build custom Web Systems and Automations that make agencies more efficient | Founder of @KyzenIQ

[Timilehin Toba @SirTimithedev]

Spotify has 600M+ users and plays the right song almost every time.

Here's how their recommendation engine actually works, broken down simply:

Three engines run simultaneously, every single time. Let's break each one down.

[Timilehin Toba @SirTimithedev]

I've always wondered how Spotify knows what song to play next

Everyone says recommendation systems but how does it actually work

Check the thread🧵

[Timilehin Toba @SirTimithedev]

@mikealebiosu Don't do that if you sign an NDA sha

[Timilehin Toba @SirTimithedev]

The more I hear people talk about AI the more I realize that most people still don't know how AI works or how to even use it

[Timilehin Toba @SirTimithedev]

@kritikakodes Wait but doesn't it have to be on for it to have uptime?

[Timilehin Toba @SirTimithedev]

@uday_devops It depends on the level

[Timilehin Toba @SirTimithedev]

@ObiyomB Probably to have a safety net just incase

[Timilehin Toba @SirTimithedev]

@stefabrudan My major focus now is systems design and integration

[Timilehin Toba @SirTimithedev]

@pmitu The way you reframe it matters

[Timilehin Toba @SirTimithedev]

@GadzhiIman Note taken...thanks for this

[Timilehin Toba @SirTimithedev]

@Tofunmithedev I've replaced that with reading my bible from my phone

[Timilehin Toba @SirTimithedev]

@r0ktech This looks like something I did once 😭😂

[Timilehin Toba @SirTimithedev]

@Sieto_king One thing I've learnt from building for real world problems is people would stop using your product the moment then find it's too hard or stressful to navigate around

[Timilehin Toba @SirTimithedev]

@KevinSzabo14 More info and more reps and the ability to say more no's to pleasures

[Timilehin Toba @SirTimithedev]

@i_am_styce Thanks man

[Timilehin Toba @SirTimithedev]

@honour_can_code Why is everyone saying drizzle now

[Timilehin Toba @SirTimithedev]

@ItsNancyAdaeze Y'all are saying this after I have decided to stop posting on LinkedIn 😭😭

[Timilehin Toba @SirTimithedev]

@hsprafrique I just review and test

It's from the tests that I end up catching most bugs

[Timilehin Toba @SirTimithedev]

@TheGeorgePu It depends though

[Timilehin Toba @SirTimithedev]

@pipe_dev This was me with chatGPT last year

I found it hard to switch to Claude until I got stuck badly and had to use the Claude API