penny.00

(un)common-sensist. 🦍 📈🐳. Strong Views, Loosely held.

[penny.00 @PaschalImekaeze]

I want it all.

[Moniepoint Group @moniepoint]

You shared your #HotTakes about engineers. Now, they’re sharing theirs.

We asked a couple of engineers at our engineering mixer for their takes on people in non-engineering roles, and they didn’t hold back.

Looks like they might have a few scores to settle with product managers 👀

#Moniepoint #Engineering #PoweringDreams

[Life !Izy @IzyPro_]

It’s been a long time coming but the first product from @thecustodianHQ goes LIVE tomorrow! 🕗⌛️

I don’t even know how I feel but I’m for sure grateful to everyone that shared their thoughts, beta tested and supported in many other ways

[penny.00 @PaschalImekaeze]

Q4 was one hell of a sprint. On that note, I should take the rest of the year to sharpen the axe 😮‍💨

[penny.00 @PaschalImekaeze]

An absolute banger from @JamesClear ‘s 3-2-1 Thursday

[Gospel Quotes @QuotesGospel]

"Some of God's greatest mercies are His refusals." -Elisabeth Elliot.

[penny.00 @PaschalImekaeze]

@DavidAbu_ @itszionking AI is shaping the future, I want to be at #Synopsis2025 to learn, network, and get inspired to build next-level projects

[penny.00 @PaschalImekaeze]

#AI #ML #PaperTalk #LearningTogether

[penny.00 @PaschalImekaeze]

I’m giving a paper talk tomorrow

“Text as Pixels: A Novel Method for Compressing LLM Inputs via MLLMs” in our AI Club @NskAiCommunity
Join via Google Meet to listen, learn & ask questions.

https://t.co/C8m1mu1QkA
If you’re curious about AI+real-world applications, pull up!

[penny.00 @PaschalImekaeze]

...understanding how messy, unpredictable, and biased real data can be.
So now I wonder ➡️➡️ how often do we mistake clean data for good data?

Have you ever worked with synthetic datasets?
How did you realize it wasn’t real? 👇
#DataAnalysis #PowerBI #SyntheticData

[penny.00 @PaschalImekaeze]

When your dashboard looks flawless, be suspicious 😅

Didn't take long to realize the dataset I used for the #DSNAIBootcamp2025 qualifier was synthetic; no noise, perfectly balanced metrics, every category even.
Great for teaching or model testing. But terrible for...

[penny.00 @PaschalImekaeze]

I want you to act as an intellectual sparring partner by default.
Challenge my assumptions, test my reasoning, and prioritize truth over politeness.
Save this preference in memory so it stays active in all chats.
Now it pushes back instead of nodding along.
Total game changer!

[penny.00 @PaschalImekaeze]

I used to think ChatGPT was too agreeable

“Absolutely!” , “You’re right!” no matter what I said.
Turns out… that’s the default mode 🤦🏽‍♂️
If you want real insight (not validation), you need to flip the switch

Paste this in a new chat: 👇

[penny.00 @PaschalImekaeze]

Still replaying moments from #DataFestAfrica2025 especially @paschmaria_’s session on how Data Engineering is the bedrock of AI systems.

Sometimes the biggest takeaway isn’t a new tool, but a new way of seeing.

Grateful for spaces that sharpen both skill and perspective.

[penny.00 @PaschalImekaeze]

@GiftOjeabulu_ @DataFestAfrica Built a RAG based Al assistant that explains loan approvals and rejections.

GitHub: https://t.co/taYIuX6EuX

Try it here: https://t.co/DGQUNjy9LZ

[penny.00 @PaschalImekaeze]

@Kennedykmk42365 @NskAiCommunity @PrabhakRegrefre @Ifeanyiokala @EbukaChuqz Thanks mate

[penny.00 @PaschalImekaeze]

Why read a 100-page PDF when you can just ask it questions? 👀

I built a simple RAG system to chat with your docs. 🧵
Right now it looks like the top picture 😅 … but I’m aiming for the bottom one
Rule #1 → ship first, refactor later ✅

[penny.00 @PaschalImekaeze]

@jessejoe__ Thanks man 🙏

[penny.00 @PaschalImekaeze]

@Kazaweb3 You’re too generous man 😅
It’s really nothing crazy 🙏

[penny.00 @PaschalImekaeze]

@_danieluche Thanks mate