Kamal

Product Manager. Artificial Intelligence. Code Samurai. Shower Thinker. Ex Procrastinator.

[Cowrywise @cowrywise]

If “this could break in production” excites you instead of scares you… we should talk.😌

We are hiring security, SRE and backend engineers.

Apply here: https://t.co/KnHga0hqS1

[Okwabisongo — The Kind Chief 🇩🇪 🇳🇬 🇨🇦 🇬🇧 @Mr_Deelaw]

I just came back from dropping a piece of my mind.

I hope they read it 🙄

[Jesse Ozone @Jessseglee]

I will never forget what heat did to my guy who worked in an NGO in Sokoto.

He was one of those people who never slowed down. Always in the field, moving from community to community under the sun, checking on projects, talking to people, making things happen. Omo...

That week, the heat was something else. The kind that makes you tired before you even start your day. But his work did not wait.

He told me he had been feeling weak. Constant headaches. At some point, he mentioned chest discomfort. He said it casually, like it was nothing serious. We blamed the heat, "Na Sokoto sun bro" yet kept working.

He did not drink enough water. He did not rest enough. He just kept pushing, because people were counting on him.

A few days later, he collapsed. Just like that. They tried to save him, but it was too late. It was really so painful.

The heat had already done its damage. Dehydration had strained his body. His heart could not keep up. We lost him.

And the painful part is how normal it all seemed at the time. Just another hot week in Sokoto. Just another person pushing through stress and tiredness.

Abeg, if you are working under this kind of heat, please take it seriously. Drink water. Rest. And if your body feels off, do not ignore it.

Not everything is just "na the weather." Sometimes, it is life and death.

[Bakatsine @DanKatsina50]

BREAKING: Bandits are currently in Kwakwaran Manu community in Sabon Gari LGA of Kaduna State. They invaded the community after raiding and abducting some people near Anguwan Shekarau community. Security assistance is needed.

Please, retweet massively to pass the message to the authorities, may our effort save lives.

@ubasanius @DHQNigeria @PoliceNG @HQNigerianArmy @___Bils @Firdaussyyyy @AM_Saleeeem

[ALUTHEDON @Mbakaza4L]

A young Libyan Mohamed Alnaas produced a boycott video delivering a clear message, urging people to boycott products that support Israeli apartheid

[Hugo Mercier @hugomercierooo]

𝗜𝗻𝘁𝗿𝗼𝗱𝘂𝗰𝗶𝗻𝗴 𝗧𝘄𝗶𝗻 — 𝘁𝗵𝗲 𝗔𝗜 𝗰𝗼𝗺𝗽𝗮𝗻𝘆 𝗯𝘂𝗶𝗹𝗱𝗲𝗿.
No setup. Secure. Infinitely scalable.

We just raised a $𝟭𝟬𝗠 𝘀𝗲𝗲𝗱.
After a beta with 𝟭𝟬𝟬,𝟬𝟬𝟬+ 𝗮𝗴𝗲𝗻𝘁𝘀 𝗱𝗲𝗽𝗹𝗼𝘆𝗲𝗱, we’re now opening to everyone.

RT and comment “Twin” — first agents on us. 👇

[Chelan876 @mamachell]

Apparently Instagram has had a data breach and info has gone out on the dark web. So IF YOU'VE RECEIVED AN EMAIL ...DO NOT CLICK

[Aproko Doctor Global @aproko_doctor]

If you come back from travel and your leg is swollen, this is what to do.

[Al Jazeera English @AJEnglish]

For months, US officials said Venezuela's President Nicolas Maduro was the head of a cartel shipping drugs into the US.

But since his abduction, the US has admitted the cartel doesn’t exist, and they’re talking a lot about oil. Al Jazeera's @soraya_lennie explains.

[Hafeezah ❤️ @Atilolahafeezah]

They said it’s affordable oo🫠🫠

[Bunmi of Akoko 🇳🇬 @bummiearo]

This is a LIE
Don't use me to score points filled with lies
I never made any post about the military and I've never done that in my existence on X
Review all my contents on X from January 2025 and it will tell you the kind of posts I make.

[Mohammed Jammal @whitenigerian]

Best Video I’ve watch so far. “Nigeria’s unity is not up for negotiation. If the world insists on watching, then let the world watch us rise together.” Share far and wide!! 🇳🇬

[Ellie Jones @ellie_Jones_AI]

HOLY SH*T… This AI Agent does everything 🤯

Built in n8n :
🔁 Clones viral TikToks
✍️ Rewrites w/ GPT-4o
🎥 Auto creates avatar videos
🎬 Adds captions & edits
📤 Posts to 9 platforms (TikTok, IG, YT, X…)

🔁 Like+RT
✅ Reply “Steal”
🤝 Follow me & I’ll DM you workflow FREE.

[Kamal @_dirkmal]

@ellie_Jones_AI Steal

[Sekinahhhh🦋 @Kheenhar1]

@ProductDive My name is Azeez Sekinat, a 400L student of Business Administration, University of Lagos.
I am excited about this opportunity as it is a chance for me to unlearn and relearn in the product field and contribute positively.
#productdiveIWD #HappyInternationalWomensDay

[Santiago @svpino]

Here is a great machine learning exercise:

1. Pick a dataset (any dataset) and build a simple model.
2. Once you have it working, don't touch the model again.

From that point on, focus on improving the data:

1. Fix any label issues
2. Identify and deal with any outliers
3. Collect more data
4. Augment existing data
5. Remove duplicate data

Your goal is to improve the model results following a data-centric approach.

Don't change the model. Focus only on the data.

A lesson I've learned:

You can't out-train a bad dataset.

It doesn't matter how fancy your model is or how much you fiddle with hyperparameters, ensembles, and any other model-centric techniques.

Bad data leads to bad models.

[GRACIE 👞 @ohgracieoguns]

3. Take out the head rest

4. Use the steel sharp point to go and break the back window written kick out glass

The car by engineering and design is meant to float in water and the back window will always be facing exit

This can save a life, Retweet!

[EVE 🐣 @dvsirenco]

@spectatorindex

[Majid Freeman @Majstar7]

🇵🇸 #Gaza: This statement by Manchester City manager Pep Guardiola’s daughter, Maria Guardiola has put a lot of politicians, celebrities, journalists and others with a platform to shame:

‘My God.

So is this really what we're going to do now? Just sit back and watch a genocide happen on the telly? Then decades from now, when it's in the history books, all look round at each other and ask, 'how did that happen?'

For the first time, I truly understand how mass atrocities have been able to occur throughout history - again, and again, and again. We never learn.

What does the death count need to be before someone finally speaks against this madness and urges restraint, not more arms? 10,000? 100,000?

A million? More? When have enough Palestinians died?

I get that lots of us are scared to speak up. I get we're afraid to say the "wrong thing. But I won't sit by in silence and live with the fact that I never spoke up when an atrocity on this scale was committed because of fear. We can express our complete condemnation for what the Israeli govt are doing and also assert our unwavering belief in the equal value of Palestinian lives, without inciting hatred against Jewish communities - another persecuted people. Indeed, many Jewish and Israeli people, in the midst of their deep grief and knowing the pain of persecution too well, have had the bravery and strength to be the very first to do so.

This is quite simple. We are watching an occupied, oppressed people face annihilation by a nuclear state with the full backing of the western world. This is not - and has never been - an 'equal fight'. Right now, it is a massacre on a scale I don't think I've ever seen in my life.

6,000 bombs dropped in 6 days already. On a strip of land just 25 miles long and 7.5 miles wide at its widest point. Whole neighbourhoods flattened. Families wiped out. Hospitals collapsing under the weight of the casualties. On a population of 2 million - half of them children. 70% of them refugees. And now, the forced movement of 1 million people. A choice of forced migration or death is ethnic cleansing. The fact that it is impossible for that many to leave in that time means that this is now a genocide.

We have gone way, way beyond wishy washy 'praying for peace', 'all life is precious' IG statements, posted to show you've done your bit of performative activism. Show you mean it. If you have any kind of platform right now, please use it. Speak. Because it's becoming glaringly obvious that the world is happy to walk into an unspeakable horror that we didn't even bother to try to prevent.’

#Palestine 🇵🇸

[Kamal @_dirkmal]

@bandanjot @Amplitude_HQ PAD