Kush

AI Architect • GenAI Researcher • Founder @PureCognitionAI

[Kush @AIwithKush]

Let's Build a Frontier AI Applied Research Lab Together. 💪🏼

For the last 10+ years, I have been deeply involved in the Machine Learning, Deep Learning, Reinforcement Learning, NLP, Unsupervised Self Learning and Generative AI space - and recently working across LLMs, RAG, AI agents, cloud-native AI architectures, enterprise use cases, and real-world AI solution design.

One thing has become very clear to me:

AI is no longer just about building chatbots or running experiments with prompts.

The real opportunity is in building systems that can reason, retrieve knowledge, use tools, execute workflows, collaborate with humans, and eventually become reliable digital workers inside enterprises.

That is why I am planning to initiate an AI Lab.

The lab will start with two focused directions:

1. Applied Agentic AI Lab

This will focus on building real-world AI agents, multi-agent workflows, enterprise automation systems, and practical AI solutions that can solve actual business problems.

Not just demos.
Not just wrappers around LLM APIs.
But agentic systems that can connect with tools, data, workflows, business rules, and human approval loops.

2. Research-to-Product AI Lab

There is a huge gap between AI research and usable AI products.

Every week, new papers, architectures, frameworks, evaluation methods, and agentic patterns are coming out. But very few of them are translated into something businesses can actually use.

This part of the lab will focus on taking promising AI research and converting it into practical tools, accelerators, frameworks, prototypes, and eventually products.

The goal is simple:

Build a place where research, engineering, product thinking, and real-world business problems come together.

Right now, this is in the initiation phase.

That also means anyone joining at this stage will not be “just joining a team.”

You will be part of the founding journey.

I am looking for people who are genuinely curious about AI, agents, research, product building, engineering, design, cloud, automation, evaluation, or business use cases.

You do not need to know everything already.

But you should have curiosity, ownership, consistency, and the hunger to build.

If this sounds exciting ✨, drop a “Hi” under this post 👋 or message me directly.

Let’s build something meaningful in AI.

[Kush @AIwithKush]

Hey!

If you're really interested in learning GenAI from the ground up with real engineering concepts and one-on-one mentorship,

check out this WhatsApp Community:
https://t.co/7GAJ13cXwo

[Kush @AIwithKush]

@rishikagupta__ Finally someone is talking sense. In established firms, the time to production is almost still the same because coding was never the bottleneck

[Kush @AIwithKush]

@divaagurlxw Another Day, Another Bankruptcy

[Kush @AIwithKush]

If you’ve sat through AI webinars, bought courses, and still can’t figure out what actually matters for your business or career — you’re not alone.

The market is flooded. Every week there’s a new tool, a new framework, a new “AI will replace you” headline. Most content out there is either too shallow to be useful or too technical to be actionable.

We’re doing something different on June 6.

A small, closed-room gathering of 30 — startup founders, professionals, and builders in Delhi — sitting down with real AI practitioners for an honest, unfiltered conversation about what AI actually means for your work, your team, and your career right now.

No keynote decks. No sponsored content. No agenda except answering the questions you actually have.

📅 June 6, 2026 | 12 PM – 6 PM
📍 LetsAI Solutions, B1/1 Janakpuri, New Delhi
🎟 Free — 30 Seats Only

If you want clarity over hype — this room is for you.

👉 https://t.co/2FLOuIkFWk

[Kush @AIwithKush]

@_vmlops I believe that with increasing local compute power like Microsoft's @surface and other @nvidia devices, daily use agents will be sufficiently run locally with complete privacy for the user and data. For only heavy research or operations cloud agents would be required.

[Kush @AIwithKush]

Microsoft has finally done it.

I trust their engineers to catch up with OpenAI, Google, and Anthropic quickly.

Microsoft currently holds the world's largest codebase data and the most communication data through Office 365.
If they leverage these resources effectively, this could be a game changer.

[Microsoft AI @MicrosoftAI]

Introducing MAI-Thinking-1: our flagship reasoning model.

[Kush @AIwithKush]

@619ssvignesh @_DigitalIndia @digilocker_ind This is some beautiful work !!

[Kush @AIwithKush]

Specifically Building a Community of students and working professionals who want to learn GenAI in the easiest way possible.

join the community and Get access to best mentors who can guide you personally and professionally to start your GenAI career.

https://t.co/pPvKwGYDJ2

[Kush @AIwithKush]

Claude was down around 4 PM for you too ??

[Kush @AIwithKush]

If you’ve sat through AI webinars, bought courses, and still can’t figure out what actually matters for your business or career — you’re not alone.

The market is flooded. Every week there’s a new tool, a new framework, a new “AI will replace you” headline. Most content out there is either too shallow to be useful or too technical to be actionable.

We’re doing something different on June 6.

A small, closed-room gathering of 30 — startup founders, professionals, and builders in Delhi — sitting down with real AI practitioners for an honest, unfiltered conversation about what AI actually means for your work, your team, and your career right now.

No keynote decks. No sponsored content. No agenda except answering the questions you actually have.

📅 June 6, 2026 | 12 PM – 6 PM
📍 LetsAI Solutions, B1/1 Janakpuri, New Delhi
🎟 Free — 30 Seats Only

If you want clarity over hype — this room is for you.

👉 https://t.co/2FLOuIkFWk

[Kush @AIwithKush]

Specially for Students.. in colleges..

🔥 Don't Miss The Event That Can Completely Change Your Career!

Imagine getting a chance to sit down face-to-face with people who are actually building and leading in Generative Al right now.

✅ Real industry experts. Raw conversations. No filters.

✅ And the best part? It's completely FREE

✅ This is your moment to connect, learn, and open doors that most people only dream of.

But here's the catch - Seats are extremely limited.

✅ If you're serious about your growth in GenAl, this is not the one to sleep on.

Drop a in the comments to get the registration link or head to https://t.co/BlO0Fg5Dt3 for registration.

You can also join the WhatsApp Community Here : https://t.co/CTY7wSBDnt

[Kush @AIwithKush]

Specially for Students.. in colleges..

🔥 Don't Miss The Event That Can Completely Change Your Career!

Imagine getting a chance to sit down face-to-face with people who are actually building and leading in Generative Al right now.

✅ Real industry experts. Raw conversations. No filters.

✅ And the best part? It's completely FREE

✅ This is your moment to connect, learn, and open doors that most people only dream of.

But here's the catch - Seats are extremely limited.

✅ If you're serious about your growth in GenAl, this is not the one to sleep on.

Drop a in the comments to get the registration link or head to https://t.co/BlO0Fg5Dt3 for registration.

You can also join the WhatsApp Community Here : https://t.co/CTY7wSBDnt

[Kush @AIwithKush]

I have been thinking deeply about one question:

What kind of AI should India build?

Not just AI that looks impressive in demos.

Not just AI that answers generic questions.

But AI that understands Indian problems, Indian users, Indian languages, Indian businesses, Indian workflows, and Indian constraints.

Over the last few years, while working across Generative AI, RAG, LLMs, Agentic AI, cloud-native architectures, enterprise use cases, and real-world AI solution design, I have seen a clear gap.

There is a lot of AI research happening globally.

There are a lot of AI tools being launched every week.

But very few are being translated into practical, affordable, reliable, India-focused solutions.

That is the gap I want to work on.

Within the PureCognition AI Labs which will be an Applied AI Research Lab focused on turning AI research into practical solutions for real Indian problems.

The focus will be on areas like:

- AI agents for Indian businesses and MSMEs

- RAG and knowledge systems for enterprises

- Vernacular and multilingual AI experiences

- AI for education, healthcare, BFSI, logistics, governance, and productivity

- Evaluation frameworks to make AI systems more reliable

- Research-to-product experiments that can become tools, accelerators, and products

The idea is simple:

- We will study what is happening at the edge of AI research.
- We will implement it.
- We will test it.
- We will adapt it for Indian use cases.
- And we will try to convert it into something useful for people, businesses, and society.

This is still in the initiation phase.

So anyone who joins now will not just be joining a team.

You will be part of the founding journey.

If you are an engineer, researcher, designer, product thinker, student, cloud expert, AI enthusiast, or someone who genuinely wants to build meaningful AI for India - I would love to connect.

Drop a “Hi” under this post
or write to me at [email protected] with what you are good at.

Let’s build AI that is not just powerful, but useful.

Let’s build for India. 🇮🇳

[Pure Cognition AI Labs @PureCognitionAI]

We're an AI Lab and don't ask for a PhD.

Just bring your passion for research, learning, and growing!

Feel free to comment or DM if you want to join us.

[Kush @AIwithKush]

If you can Make the System.

You can Break the System too.

@CJP_2029

[Kush @AIwithKush]

@BuildWithOm There is no loyalty in Corporate. Be selfish..learn, earn and grow for yourself.

[Kush @AIwithKush]

@trikcode Haha So True Man. Coding with ChatGPT feels dumb.

[Kush @AIwithKush]

@adityadotdev @nikitabier

[Kush @AIwithKush]

@vaneshmali Every day 💪🏼🙂