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Software Engineer III

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Software Engineer III at Google | Tech, AI & Career | views = mine | 775K @LinkedIn | 40 Million Impressions | Mentored 1000+ People | Public Speaker | #MotivationForTheDay

As a software engineer, I think about trust all the time.

When you build systems or products people rely on, trust is not a feature you add later.
It is the base everything else stands on.
 A few weeks ago, I was looking for gifts for my niece.
Something small, thoughtful, and safe.

That’s when I came across Little Joys.

I picked up the box just to take a quick look, expecting nothing unusual.
But then I noticed something interesting.. a small QR code on the side 
Out of curiosity, I scanned it.
And it opened an actual lab report.
Actual levels of protein and heavy metals present in the pack. Each batch wise data. 
Not a fancy graphic or a marketing claim, but real data.

And honestly, that stuck with me.

So seeing a brand use something as simple as a QR code to do the same, to earn trust instead of demanding it, really stood out to me. 
In a space where so many brands talk about doing the right thing  Little Joys is actually showing it.

And maybe that is what real innovation looks like today.
Not just using technology to move faster,
But using it to help people feel a little safer, a little more confident, and a little more connected.

Because in the end, technology is not only about building smarter products. It is about helping people trust better.

Archy Gupta

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Google didn’t just release Gemini 3. It raised the ceiling on what these models can do. ❤️💙💚💛

The update feels intentional, more capable and noticeably stronger than ever.

A few shifts stand out:

▪️Gemini 3 Pro handles longer, more reliable reasoning chains.
▪️Deep Think gives you higher-effort reasoning when a question needs more depth.
▪️Gemini 3 Flash becomes faster and lighter without losing accuracy.
▪️Nano Banana Pro pushes on-device intelligence forward, especially for multimodal work.
▪️Antigravity mode cuts latency in a way you feel immediately.

Gemini 3 outperforms other leading models across major benchmarks. It scores 37.5% on Humanity’s Last Exam and rises to about 41% with Deep Think. For comparison, ChatGPT (GPT-5.1) is at 26.5%, and Claude Sonnet 4.5 is at 13.7%. 

On ScreenSpot Pro, Gemini reaches 72.7%, well above Claude (36.2%) and GPT-5.1 (3.5%). MathArena Apex shows the same pattern: Gemini at 23.4%, while others stay near 1%.

Its puzzle-solving ability also takes a clear leap. On ARC-AGI-2, Gemini 3 Pro reaches 31.1%, and Deep Think pushes that to 45.1%. 

The earlier version was at 4.9%, so the jump in visual and logical reasoning is substantial and puts it comfortably ahead of competing models.

What ties this release together is the spread. The Pro models, the lighter Flash models and the on-device Nano Banana Pro all improve at once. 

The stack feels more cohesive and better aligned with how people actually work: faster responses, stronger reasoning and more intelligence available directly on devices.

It feels like Google has raised the expectations for everything that comes next in the field of AI.✌️

So proud of being a Googler and what we have accomplished. ✨

Note: Views are my own.

Stop paying for AI you can get for free! 💸 

Every developer needs a career edge, and you often have access to powerful, zero-cost solutions to propel your professional growth.

Here are a few quick tips on mastering the free vs. paid AI landscape for your career:

✅Coding: Use free assistant programs for solid auto-completion and basic chat before upgrading to paid platforms for deeper, multi-file context and advanced reasoning on complex tasks.

✅Career Advancement: Leverage free learning platforms offered by major organizations to acquire new skills and certifications that move you up the ladder.

✅Job Search: Free tier analytic tools are sufficient for initial résumé optimization, job application tracking, and finding new opportunities efficiently.

Boost your productivity and professional growth instantly! Start with the free powerhouses, learn where your bottlenecks are, and upgrade only when the paid features become essential to achieving your next career milestone.

#SoftwareEngineer #AITools #DevTools #CareerTips #FreeTools #CodingAI #TechCareers

50,000 Followers on Instagram! 💕🫶✨

I'm very emotional right now. 🙏

Hitting this 50K follower milestone on Instagram feels incredible. This journey has definitely been tough, but I can honestly say it was completely worthwhile. Thank you to every single person who has followed and supported my work.

It takes so much to create video content, especially when you have to balance it with a demanding full-time 9-to-5 job. The grind has been real.

I don’t even remember a weekend after my last vacation in July where I didn’t have to work on content. On Saturday nights, when I should be chilling and binge-watching a series, I am writing scripts and planning. On Sunday noons, instead of catching up on my sleep debt, I am busy recording.

My workouts have really suffered too. I was so consistent earlier, but now, due to this extended work schedule, I often miss moving my body, and I am not proud of it.

In spite of all of this, I just keep going because I know the one thing that Instagram or anything you want to grow, in general demands is consistency. I have to show up every single day.

This is a huge milestone for me, and I’m so proud.

If you aren't following me on Instagram, please come join! I post some really good content there. 
I do weekly AMAs (Ask Me Anything) and share a lot of insights about tech work and my day-to-day life on my stories.

Let's keep growing! Thank you for 50K! ❤️

✨Instagram profile: https://lnkd.in/gN35u52q

#50KFollowers #ContentCreator #Consistency #WorkLife #TechCareer #Motivation

Please read this post 🙏
I don’t usually write posts like this, but it felt right today. ❤️

This community has grown to nearly 800k, and I’m genuinely grateful for how supportive everyone has been. Over the past few months, I’ve shifted the kind of content I share. I’ve pushed myself to go deeper, add more value, and put in a level of effort that feels more aligned with where I want to take things.

I’m still figuring it out, and your perspective matters to me. If you have thoughts, suggestions, or anything you think could help me create better work, please please please send a DM. I’d appreciate it.

You can comment on this post too but please be gentle 🫣✨

My LinkedIn community means a lot to me. I will do everything I can to make my content better for you. 

Thank you for being here. ❤️

We talk so much about “women in the workplace” yet underestimate the invisible load they carry- including something as basic as tracking periods.

I saw today that Instamart added a simple period tracker to reduce one small piece of that load.

Not loud. Not marketing-heavy. Just thoughtful.
More companies need to build with empathy at the core.

Last night, I ordered my usual Hyderabadi biryani.
Same restaurant. Same order. Same expectations.
But one spoon in, my eyes were watering like I’d been abandoned by life. 😭🔥

That’s the thing about Hyderabad:
You never know what spice level you're signing up for.
Some days it’s gentle, some days it’s a full emotional journey.

And honestly, the only thing more unpredictable is how confidently the waiter says, “Mild hoga, sir,” right before your soul leaves your body. 😅

So when I saw Grip Invest’s Hyderabad campaign, it clicked instantly:
 “Biryani spice in Hyderabad is unpredictable. Your returns don’t have to be.”

Only in India can culinary chaos turn into a financial insight and actually make sense.
Clean, contextual, clever.

Grip turned Hyderabad’s spice surprises into a calm promise of predictable returns.

Kudos to Nikhil Vaibhav for marketing that understands Hyderabad’s love for biryani. 🔥

What’s the most unpredictable thing about your city?

P.S. This post is for educational purposes only, not investment advice.

✅If you’re a software engineer at any stage, this is one book that actually helps you think better.

Cracking the Coding Interview gets a lot of hype for Job Prep, but that’s not why I recommend it.

I like it because it builds your problem-solving habits from the ground up. It introduces data structures and algorithms in a clear, practical way. 🙌

The chapter-end quizzes force you to check your understanding rather than skim.

Its explanations of recursion and memoization are simple and direct, and the Big O chapter is one of the clearest guides to time and space complexity you’ll find. ✨

If you already know problem solving and DSA well, you might not get much new from it. But if you’re just starting, this is a strong first step.

🔗This is book one. Two more coming next.🙌

Free pdf link is available in the first comment ✌️

#softwareengineering #coding #developers #techcareer #programming #dsa #bigO #learningtech #careergrowth

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