Saptak

🤖 AI Engineer | 🧠 Pattern Hunter | ⚙️ Tinkerer
Philomath with an unhealthy curiosity 😬
Currently debugging reality...
Fellow at NxtWave’s CCBP 4.0 Academy

[Saptak @ShadowSelf23]

@nitsiecoree Happy Diwali Nishtha . .🪔
That festive glow looks amazing on you! You've truly captured the spirit of Diwali ✨❤️

[Saptak @ShadowSelf23]

@nitsiecoree Soch raha hun ek Samsung 2TB T7 le lun

[Saptak @ShadowSelf23]

@nitsiecoree Starting the day with a presentation takes some preparation and confidence. Love the consistency and the way you're putting yourself out there. Keep going!

[Saptak @ShadowSelf23]

AI is learning to predict how things smell. 👀

Google explored molecular odor prediction in 2022.

By 2025, researchers were applying deep learning to mixtures of aroma chemicals.

In 2026, Yale-led research explored predicting how humans perceive complex scent mixtures.

From molecules to complex smells. Fascinating progress!

#AI #MachineLearning #AIResearch

[Saptak @ShadowSelf23]

Every company has its visionary, designer, and engineer.

But Linux? It seems to have all three personalities in one place. 😂

Linus Torvalds is a different breed. Built the Linux kernel, gave the world one of the most influential pieces of open-source software, and somehow became the ultimate representation of the quiet, no-nonsense engineer.

No flashy marketing. No unnecessary drama. Just code, engineering, and an entire ecosystem powering the modern world.

Linux doesn't need to be loud. It just needs to work. 💀

#Linux #LinusTorvalds #OpenSource #SoftwareEngineering #TechMemes #Developers #Programming #Engineering

[Saptak @ShadowSelf23]

Recently, I've been researching the AI ecosystem and exploring what it actually takes to grow as an AI Engineer.

One concept I found interesting is the T-shaped skill model.

Understand the broader AI landscape, explore its different branches, and then go deep into one or two specializations.

Breadth gives you perspective. Depth builds expertise.

Sharing my research for anyone on a similar journey.

#AI #MachineLearning #AIEngineering

[Saptak @ShadowSelf23]

@nitsiecoree Happy 21st birthday, Nishtha! 🥳💗✨ Hope this year brings you lots of happiness, exciting adventures, and everything you're wishing for. Keep that bubbly energy alive!

[Saptak @ShadowSelf23]

@k_shis24 Miss Kashish plz check your DM ! 😼

[Saptak @ShadowSelf23]

@zarathuztra_ @codewith55 I've given enough data, could you plz prove your point Mr. Genius?

[Saptak @ShadowSelf23]

@zarathuztra_ @codewith55 Go create engage in random controversies, you don't even have the ability to use common sense, read and understand a single thing.

[Saptak @ShadowSelf23]

@ash_twtz Opus 5.5

[Saptak @ShadowSelf23]

@k_shis24 "Achha jhooth" aksar "sach" k barabar hota hai... Miss Kashish..😼

[Saptak @ShadowSelf23]

@zarathuztra_ @codewith55

[Saptak @ShadowSelf23]

@zarathuztra_ @codewith55

[Saptak @ShadowSelf23]

@Mizoto543792 @zarathuztra_ @codewith55 Who are U?
Third person singular number?

[Saptak @ShadowSelf23]

@Mizoto543792 @zarathuztra_ @codewith55 Someone said education is illegal for Native Americans…
Now I have the proof. 💀LOL 😭

[Saptak @ShadowSelf23]

@Mizoto543792 @zarathuztra_ @codewith55 See what GPT is saying

[Saptak @ShadowSelf23]

@zarathuztra_ @codewith55 See what GPT is saying

[Saptak @ShadowSelf23]

I used to ask myself the same thing: “Do we still need DSA when AI can code?”

Then I started learning AI/ML seriously and realized - AI itself is built on algorithms and data structures.

You can use AI without DSA, but understanding what’s actually happening underneath? That’s different.

[Saptak @ShadowSelf23]

@k_shis24 Check Code, I keep my agent running 🤖