Applied with AI - Sanjay Kumar

I’m an Enterprise Cloud Architect and an AI Engineer. Through this channel, I aim to give back to my Tamil community by sharing the knowledge I've gained over 16 years of experience in the tech industry.

Are you tired of AI theory and want to build real AI applications instead? You're in the right place.

On this channel, we don’t just talk about AI, we build with it.
Each video is a step-by-step guide where we create real-world AI apps using:

Python and Fast API

LLMs (like GPT & Gemini)

Function Calling & Tool Usage

LangChain, LangGraph, and RAG

Cloud + AI Deployment (AWS, GCP)

Voice Interfaces & Multi-Agent Systems

Everything is explained in Tamil, so you can learn deeply and confidently in your own language.




Applied with AI - Sanjay Kumar

🎬 **I’m looking for a Video Editor to work with me on Applied With AI!**

I’m looking for someone who can edit my **AI Engineering, Cloud, Agentic AI, and System Design videos** and help make the content more engaging and visually polished.

Ideally, you should be comfortable with:
- Editing technical/educational YouTube videos
- Adding clean animations, callouts, zooms, diagrams, and B-roll where required
- Understanding the flow of technical explanations
- Creating a professional editing style without overdoing effects
- Working consistently on long-term content

Experience editing **tech, programming, AI, or educational content** would be a big plus.

This is not just for one video — I’m looking for someone who can potentially **work with me long term** as the channel continues to grow.

If you’re interested, please fill out this Google Form.
forms.gle/HksFVzVcmViYLcB59

And if you know a good editor, please tag or share this post with them. 🙌

5 days ago | [YT] | 14

Applied with AI - Sanjay Kumar

❤️ A quick update!

It’s been a couple of weeks since my last video, due to some unexpected personal circumstances.

The good news: We’re back from next week!

I already have some exciting videos lined up, and there’s also **more exclusive content coming for channel members** starting next week.

A huge thank you to everyone who continued watching, subscribing, supporting the channel, and especially to my members for your patience and continued support. It genuinely means a lot. ❤️

Lots more coming. See you next week!


Thanks,
Sanjay Kumar | Applied With AI

2 weeks ago (edited) | [YT] | 6

Applied with AI - Sanjay Kumar

Where does an LLM Gateway typically sit in a modern AI application's architecture?

3 weeks ago | [YT] | 6

Applied with AI - Sanjay Kumar

What if giving an AI agent more context actually makes it less reliable?

In my upcoming "members-only" video, I’ll show a practical demo of:

- How an LLM makes bad judgements as more context gets added (We call it "Context Rot")
- Why this happens even when the rquired information is still present in the context
- How a Context Engineering technique can make the agent more reliable

This is a hands-on demo of Context Rot, where we’ll see the problem in action and then use a key Context Engineering technique to improve the agent’s reliability.

Publishing tomorrow 13th September, exclusively for channel members.

Stay tuned! 🚀

Note: I have already shared this python notebook to my channel members.

Join our community of 1000+ members via this link.
youtube.com/channel/UCAHa1-TnXAJrkDVMHbcP1Sw/join

3 weeks ago | [YT] | 34

Applied with AI - Sanjay Kumar

** NEW Members-Only Content **
Harness Engineering - Code + Doumentation

I’ve just dropped the code and documentation used in the harness engineering video exclusively to my channel members.


Join the channel to access all members exclusive content (AI Projects + Docs + Videos)
youtube.com/channel/UCAHa1-TnXAJrkDVMHbcP1Sw/join

4 weeks ago | [YT] | 6

Applied with AI - Sanjay Kumar

** NEW Members-Only Content** - Experience Context Engineering Live.
⚠️ What if giving your AI model more context actually makes it less reliable?

We usually assume that the more information we give an AI agent, the better its answer should become.

But that is not always true.

Sometimes the most useful information gets buried under thousands of tokens of noise surrounding it.

This is called Context Rot, an important concept in Context Engineering.

I’ve just dropped a new members-only hands-on demo where you can experience this first-hand.

Don’t just learn Context Rot as a definition.

👉 Run the notebook and experience it yourself.

Available now exclusively for channel members. 🚀

Join as a member to get access to all the AI projects and Notebooks:
youtube.com/channel/UCAHa1-TnXAJrkDVMHbcP1Sw/join

1 month ago | [YT] | 11

Applied with AI - Sanjay Kumar

I have added English audio to the following videos.

Added Today:
Build Your First AI Agent using ADK - https://youtu.be/OA6y5JoEjGs
AI Ticket Classifier Code Walkthrough - https://youtu.be/XoyW6LDNy4s

Added Last Week:
MCP Architecture Explained Right - https://youtu.be/7gQntKsRqTM
Why AI Roadmaps are a Trap - https://youtu.be/JN1mxLsVq28
Agentic System Design - https://youtu.be/ZIAzZtKWmbI


If there’s an older video you’d especially like to watch with English audio, let me know in the comments. 👇

1 month ago (edited) | [YT] | 3

Applied with AI - Sanjay Kumar

📢 **Update on English Audio**

I’ve seen many of your comments asking for **English audio on my older videos and Members-Only content**. Thank you for bringing this up, and I completely understand the request.

Over the last few days, the English audio versions of my recent videos have started reaching a much wider audience, and many new viewers have also joined the channel membership.

So here’s the update:

I’m currently working on adding **English audio to the Members-Only videos**, and you should start seeing those updates over the **next couple of days**.

I’m also looking at gradually adding English audio to some of the **older public videos**, especially the important and frequently watched ones.

Going forward, I’ll make sure new content is accessible in **both Tamil and English**.

Thank you for your patience, your feedback, and for supporting the channel. ❤️🙏

Exciting things are coming! 🚀

Currently English Audio is available on these videos:
Agentic System Design: https://youtu.be/ZIAzZtKWmbI
AI Roadmaps are a trap: https://youtu.be/JN1mxLsVq28
MCP Explained Right: https://youtu.be/7gQntKsRqTM

1 month ago (edited) | [YT] | 15