Sanjay Viswanathan
@sanjaykv.bsky.social
Founder @recodehive.com | ML • AI • NLP
Google Explore ML Facilitator🧑💻@GitHub CE🚩
Google Explore ML Facilitator🧑💻@GitHub CE🚩
Do you still think these tools are seperated like this in real world? 😅
I came across this chart dividing tools by categories and honestly…
in the real world, those lines blur fast.
Modern data work isn’t about which box a tool fits in it’s about
how all these tools talk to each other to deliv
I came across this chart dividing tools by categories and honestly…
in the real world, those lines blur fast.
Modern data work isn’t about which box a tool fits in it’s about
how all these tools talk to each other to deliv
November 20, 2025 at 9:41 AM
Do you still think these tools are seperated like this in real world? 😅
I came across this chart dividing tools by categories and honestly…
in the real world, those lines blur fast.
Modern data work isn’t about which box a tool fits in it’s about
how all these tools talk to each other to deliv
I came across this chart dividing tools by categories and honestly…
in the real world, those lines blur fast.
Modern data work isn’t about which box a tool fits in it’s about
how all these tools talk to each other to deliv
Data Analysis + ChatGPT Canvas = Game Changer
Data analysis is one of the most underrated things you can do in ChatGPT.
But where it really gets crazy good is when you pair it with Canvas
an interactive workspace that lets you actually visualize and play with data.
The best part?
These dashboar
Data analysis is one of the most underrated things you can do in ChatGPT.
But where it really gets crazy good is when you pair it with Canvas
an interactive workspace that lets you actually visualize and play with data.
The best part?
These dashboar
Introducing canvas
Canvas is a new way to write and code with ChatGPT.
openai.com
November 18, 2025 at 9:41 AM
Data Analysis + ChatGPT Canvas = Game Changer
Data analysis is one of the most underrated things you can do in ChatGPT.
But where it really gets crazy good is when you pair it with Canvas
an interactive workspace that lets you actually visualize and play with data.
The best part?
These dashboar
Data analysis is one of the most underrated things you can do in ChatGPT.
But where it really gets crazy good is when you pair it with Canvas
an interactive workspace that lets you actually visualize and play with data.
The best part?
These dashboar
Data teams love to play victim.
"Garbage in, garbage out."
"The business doesn't care about data."
"They never listen to our recommendations."
These aren't observations. As scaling up to mid level engineer have to admit
They've become excuses.
And they're killing your impact.
Here's what's actu
"Garbage in, garbage out."
"The business doesn't care about data."
"They never listen to our recommendations."
These aren't observations. As scaling up to mid level engineer have to admit
They've become excuses.
And they're killing your impact.
Here's what's actu
November 18, 2025 at 9:41 AM
Data teams love to play victim.
"Garbage in, garbage out."
"The business doesn't care about data."
"They never listen to our recommendations."
These aren't observations. As scaling up to mid level engineer have to admit
They've become excuses.
And they're killing your impact.
Here's what's actu
"Garbage in, garbage out."
"The business doesn't care about data."
"They never listen to our recommendations."
These aren't observations. As scaling up to mid level engineer have to admit
They've become excuses.
And they're killing your impact.
Here's what's actu
Data engineering will be 𝟭𝟬𝘅 𝗲𝗮𝘀𝗶𝗲𝗿 if you do these Projects!
1. Awesome Open-Source Data Engineering Projects: lnkd.in/gCQU9j4T
2. 7 End-to-End Data Engineering Projects: lnkd.in/gtsWVdXn
3. 5 End-To-End Data Engineering Projects : lnkd.in/gWWnEbPQ
4. End-to-End Azure Data Engineering Project:
1. Awesome Open-Source Data Engineering Projects: lnkd.in/gCQU9j4T
2. 7 End-to-End Data Engineering Projects: lnkd.in/gtsWVdXn
3. 5 End-To-End Data Engineering Projects : lnkd.in/gWWnEbPQ
4. End-to-End Azure Data Engineering Project:
LinkedIn
This link will take you to a page that’s not on LinkedIn
lnkd.in
November 17, 2025 at 9:40 AM
Data engineering will be 𝟭𝟬𝘅 𝗲𝗮𝘀𝗶𝗲𝗿 if you do these Projects!
1. Awesome Open-Source Data Engineering Projects: lnkd.in/gCQU9j4T
2. 7 End-to-End Data Engineering Projects: lnkd.in/gtsWVdXn
3. 5 End-To-End Data Engineering Projects : lnkd.in/gWWnEbPQ
4. End-to-End Azure Data Engineering Project:
1. Awesome Open-Source Data Engineering Projects: lnkd.in/gCQU9j4T
2. 7 End-to-End Data Engineering Projects: lnkd.in/gtsWVdXn
3. 5 End-To-End Data Engineering Projects : lnkd.in/gWWnEbPQ
4. End-to-End Azure Data Engineering Project:
📉 Some reflection i learned from moving from MNC
Startups still think they don’t need Data Engineers.
Until they’re drowning in messy dashboards, missing reports, broken pipelines, and paying 10x in Snowflake bills 🫠
Let’s be clear:
Data Engineering is not just writing SQL queries.
It’s not jus
Startups still think they don’t need Data Engineers.
Until they’re drowning in messy dashboards, missing reports, broken pipelines, and paying 10x in Snowflake bills 🫠
Let’s be clear:
Data Engineering is not just writing SQL queries.
It’s not jus
November 16, 2025 at 9:40 AM
📉 Some reflection i learned from moving from MNC
Startups still think they don’t need Data Engineers.
Until they’re drowning in messy dashboards, missing reports, broken pipelines, and paying 10x in Snowflake bills 🫠
Let’s be clear:
Data Engineering is not just writing SQL queries.
It’s not jus
Startups still think they don’t need Data Engineers.
Until they’re drowning in messy dashboards, missing reports, broken pipelines, and paying 10x in Snowflake bills 🫠
Let’s be clear:
Data Engineering is not just writing SQL queries.
It’s not jus
Books that will help you become an AI / ML Developer, Gen AI Data Scientist
I'm in a point where going back to books...
the good base foundation helps build greater products..
I'm in a point where going back to books...
the good base foundation helps build greater products..
November 15, 2025 at 9:40 AM
Books that will help you become an AI / ML Developer, Gen AI Data Scientist
I'm in a point where going back to books...
the good base foundation helps build greater products..
I'm in a point where going back to books...
the good base foundation helps build greater products..
Data engineering is everywhere if you just look around.
I'm going to relate the data engineering concept in daily life scenarios.
So you never forget it.👇🏻
An ETL Job is like your morning coffee routine:
You gather the beans, grind, brew, and pour, each step matters, and if you skip one, the day
I'm going to relate the data engineering concept in daily life scenarios.
So you never forget it.👇🏻
An ETL Job is like your morning coffee routine:
You gather the beans, grind, brew, and pour, each step matters, and if you skip one, the day
November 14, 2025 at 9:40 AM
Data engineering is everywhere if you just look around.
I'm going to relate the data engineering concept in daily life scenarios.
So you never forget it.👇🏻
An ETL Job is like your morning coffee routine:
You gather the beans, grind, brew, and pour, each step matters, and if you skip one, the day
I'm going to relate the data engineering concept in daily life scenarios.
So you never forget it.👇🏻
An ETL Job is like your morning coffee routine:
You gather the beans, grind, brew, and pour, each step matters, and if you skip one, the day
GitHub Repositories You Need to Master Data Engineering
Want to take your data engineering skills to the next level?
I've been relearning data engineering, here are the useful resources
Whether you’re a beginner or an experienced professional,
these carefully curated GitHub repositories are fu
Want to take your data engineering skills to the next level?
I've been relearning data engineering, here are the useful resources
Whether you’re a beginner or an experienced professional,
these carefully curated GitHub repositories are fu
November 13, 2025 at 9:40 AM
GitHub Repositories You Need to Master Data Engineering
Want to take your data engineering skills to the next level?
I've been relearning data engineering, here are the useful resources
Whether you’re a beginner or an experienced professional,
these carefully curated GitHub repositories are fu
Want to take your data engineering skills to the next level?
I've been relearning data engineering, here are the useful resources
Whether you’re a beginner or an experienced professional,
these carefully curated GitHub repositories are fu
Fundamentals of Data Engineering – A Must-Read
Just finished reading “Fundamentals of Data Engineering” and honestly,
this is one of the most practical and timeless guides I’ve come across.
It goes beyond just ETL or pipelines
How to design systems that scale, handle complexity with simplicity
Just finished reading “Fundamentals of Data Engineering” and honestly,
this is one of the most practical and timeless guides I’ve come across.
It goes beyond just ETL or pipelines
How to design systems that scale, handle complexity with simplicity
November 12, 2025 at 9:40 AM
Fundamentals of Data Engineering – A Must-Read
Just finished reading “Fundamentals of Data Engineering” and honestly,
this is one of the most practical and timeless guides I’ve come across.
It goes beyond just ETL or pipelines
How to design systems that scale, handle complexity with simplicity
Just finished reading “Fundamentals of Data Engineering” and honestly,
this is one of the most practical and timeless guides I’ve come across.
It goes beyond just ETL or pipelines
How to design systems that scale, handle complexity with simplicity
If you’re a data engineer, these 10 terms will make you sound and think like a pro.
I recently revisited a great resource on core data-engineering concepts
This is also part of relearning it again and making the base stronger.
Here are 10 must-know terms every data professional should be fluent
I recently revisited a great resource on core data-engineering concepts
This is also part of relearning it again and making the base stronger.
Here are 10 must-know terms every data professional should be fluent
November 11, 2025 at 9:41 AM
If you’re a data engineer, these 10 terms will make you sound and think like a pro.
I recently revisited a great resource on core data-engineering concepts
This is also part of relearning it again and making the base stronger.
Here are 10 must-know terms every data professional should be fluent
I recently revisited a great resource on core data-engineering concepts
This is also part of relearning it again and making the base stronger.
Here are 10 must-know terms every data professional should be fluent
I didn’t run ads. I didn’t ask for donations.
All I did was share my progress, help others build, and stay consistent.
From ₹0 → ₹11,200+ in just 4 months, here’s what actually helped 👇
Weekly community updates
Engaging, authentic storytelling
builds amazing repos: github.com/recodehive/r...
If
All I did was share my progress, help others build, and stay consistent.
From ₹0 → ₹11,200+ in just 4 months, here’s what actually helped 👇
Weekly community updates
Engaging, authentic storytelling
builds amazing repos: github.com/recodehive/r...
If
November 9, 2025 at 6:19 AM
I didn’t run ads. I didn’t ask for donations.
All I did was share my progress, help others build, and stay consistent.
From ₹0 → ₹11,200+ in just 4 months, here’s what actually helped 👇
Weekly community updates
Engaging, authentic storytelling
builds amazing repos: github.com/recodehive/r...
If
All I did was share my progress, help others build, and stay consistent.
From ₹0 → ₹11,200+ in just 4 months, here’s what actually helped 👇
Weekly community updates
Engaging, authentic storytelling
builds amazing repos: github.com/recodehive/r...
If
the evolution of developers feedback..
November 7, 2025 at 9:01 AM
the evolution of developers feedback..
if you had the chance, which of these companies would you want to work at?
November 7, 2025 at 2:27 AM
if you had the chance, which of these companies would you want to work at?
If you had the chance, which of these companies would you want to work at?
November 7, 2025 at 2:25 AM
If you had the chance, which of these companies would you want to work at?
Open Source in 2025 is booming like never before
1.128B contributions made to public and open-source repositories.
255K new open-source contributors joined in March 2025.
If you’ve ever committed a line of code, opened a pull request, or even starred a repo, you’re part of this story 💙
So why do
1.128B contributions made to public and open-source repositories.
255K new open-source contributors joined in March 2025.
If you’ve ever committed a line of code, opened a pull request, or even starred a repo, you’re part of this story 💙
So why do
November 5, 2025 at 10:30 AM
Open Source in 2025 is booming like never before
1.128B contributions made to public and open-source repositories.
255K new open-source contributors joined in March 2025.
If you’ve ever committed a line of code, opened a pull request, or even starred a repo, you’re part of this story 💙
So why do
1.128B contributions made to public and open-source repositories.
255K new open-source contributors joined in March 2025.
If you’ve ever committed a line of code, opened a pull request, or even starred a repo, you’re part of this story 💙
So why do
It’s Halloween time again even on GitHub! 🎃
My green graph 🟢 is glowing brighter than ever this 🟧 spooky season 👻
Check out my profile: github.com/sanjay-kv
It’s been a rewarding year of consistent open source. ✨
Here’s to more commits, more ideas, and more tricks & treats in code!
Drop your
My green graph 🟢 is glowing brighter than ever this 🟧 spooky season 👻
Check out my profile: github.com/sanjay-kv
It’s been a rewarding year of consistent open source. ✨
Here’s to more commits, more ideas, and more tricks & treats in code!
Drop your
October 30, 2025 at 1:26 PM
It’s Halloween time again even on GitHub! 🎃
My green graph 🟢 is glowing brighter than ever this 🟧 spooky season 👻
Check out my profile: github.com/sanjay-kv
It’s been a rewarding year of consistent open source. ✨
Here’s to more commits, more ideas, and more tricks & treats in code!
Drop your
My green graph 🟢 is glowing brighter than ever this 🟧 spooky season 👻
Check out my profile: github.com/sanjay-kv
It’s been a rewarding year of consistent open source. ✨
Here’s to more commits, more ideas, and more tricks & treats in code!
Drop your
I was waiting for my Vercel to do the deployments,
thought it was a Vercel server issue, then AWS is like Hold my beer.
AWS is casually holding the homo sapiens civilization at gunpoint.
AWS is down. Perplexity, Snapchat, Fortnite, Airtable, Canva, Amazon, Slack, ... Half of the internet is af
thought it was a Vercel server issue, then AWS is like Hold my beer.
AWS is casually holding the homo sapiens civilization at gunpoint.
AWS is down. Perplexity, Snapchat, Fortnite, Airtable, Canva, Amazon, Slack, ... Half of the internet is af
October 20, 2025 at 10:05 AM
I was waiting for my Vercel to do the deployments,
thought it was a Vercel server issue, then AWS is like Hold my beer.
AWS is casually holding the homo sapiens civilization at gunpoint.
AWS is down. Perplexity, Snapchat, Fortnite, Airtable, Canva, Amazon, Slack, ... Half of the internet is af
thought it was a Vercel server issue, then AWS is like Hold my beer.
AWS is casually holding the homo sapiens civilization at gunpoint.
AWS is down. Perplexity, Snapchat, Fortnite, Airtable, Canva, Amazon, Slack, ... Half of the internet is af
✨ 13K Community & Giveaway
I’m grateful to share that our community has grown to 13k on LinkedIn.
Each one of you has kept me inspired to create, share, & learning every day💪
To say thank you, now it's time for a giveaway!
I’ll be giving away free access to Perplexity Comet Browser with Perplex
I’m grateful to share that our community has grown to 13k on LinkedIn.
Each one of you has kept me inspired to create, share, & learning every day💪
To say thank you, now it's time for a giveaway!
I’ll be giving away free access to Perplexity Comet Browser with Perplex
October 19, 2025 at 10:06 AM
✨ 13K Community & Giveaway
I’m grateful to share that our community has grown to 13k on LinkedIn.
Each one of you has kept me inspired to create, share, & learning every day💪
To say thank you, now it's time for a giveaway!
I’ll be giving away free access to Perplexity Comet Browser with Perplex
I’m grateful to share that our community has grown to 13k on LinkedIn.
Each one of you has kept me inspired to create, share, & learning every day💪
To say thank you, now it's time for a giveaway!
I’ll be giving away free access to Perplexity Comet Browser with Perplex
While chatting with one of my colleagues on SEO and full-stack, he asked
What’s your expertise in the field of full-stack development ?
And that question took me down memory lane…
back to where it all started
from my early full-stack competition projects to eventually building recodehive.com
What’s your expertise in the field of full-stack development ?
And that question took me down memory lane…
back to where it all started
from my early full-stack competition projects to eventually building recodehive.com
October 15, 2025 at 10:31 AM
While chatting with one of my colleagues on SEO and full-stack, he asked
What’s your expertise in the field of full-stack development ?
And that question took me down memory lane…
back to where it all started
from my early full-stack competition projects to eventually building recodehive.com
What’s your expertise in the field of full-stack development ?
And that question took me down memory lane…
back to where it all started
from my early full-stack competition projects to eventually building recodehive.com
Only one survives. Who you keeping?
October 13, 2025 at 5:09 AM
Only one survives. Who you keeping?
Recode Hive x Hacktoberfest 2025! 💻🌱
recode officially crossed 1,000+ commits, 107 forks, and continues to grow every day with amazing contributions from the community!
Indeed Hacktoberfest has always been help in this scale up about celebrating open source collaboration, learning, and community
recode officially crossed 1,000+ commits, 107 forks, and continues to grow every day with amazing contributions from the community!
Indeed Hacktoberfest has always been help in this scale up about celebrating open source collaboration, learning, and community
October 10, 2025 at 6:07 AM
Recode Hive x Hacktoberfest 2025! 💻🌱
recode officially crossed 1,000+ commits, 107 forks, and continues to grow every day with amazing contributions from the community!
Indeed Hacktoberfest has always been help in this scale up about celebrating open source collaboration, learning, and community
recode officially crossed 1,000+ commits, 107 forks, and continues to grow every day with amazing contributions from the community!
Indeed Hacktoberfest has always been help in this scale up about celebrating open source collaboration, learning, and community
It was great connecting with best minds and sharing insights.
From community building to learning about Google and leading campus initiatives.
A big thanks to all the participants for the energy and curiosity you brought to the session.
This journey is just getting started let’s make it impactf
From community building to learning about Google and leading campus initiatives.
A big thanks to all the participants for the energy and curiosity you brought to the session.
This journey is just getting started let’s make it impactf
October 9, 2025 at 12:18 PM
It was great connecting with best minds and sharing insights.
From community building to learning about Google and leading campus initiatives.
A big thanks to all the participants for the energy and curiosity you brought to the session.
This journey is just getting started let’s make it impactf
From community building to learning about Google and leading campus initiatives.
A big thanks to all the participants for the energy and curiosity you brought to the session.
This journey is just getting started let’s make it impactf
Here’s is something I learned the hard way in data engineering 👇
1. Knowing all the buzzwords doesn’t help when you’re asked abt trade-offs.
2. Without a mental framework, new system design feels like a mountain.
3. You don’t need 50 diagrams; you need clarity and a repeatable approach.
build a p
1. Knowing all the buzzwords doesn’t help when you’re asked abt trade-offs.
2. Without a mental framework, new system design feels like a mountain.
3. You don’t need 50 diagrams; you need clarity and a repeatable approach.
build a p
October 9, 2025 at 12:22 AM
Here’s is something I learned the hard way in data engineering 👇
1. Knowing all the buzzwords doesn’t help when you’re asked abt trade-offs.
2. Without a mental framework, new system design feels like a mountain.
3. You don’t need 50 diagrams; you need clarity and a repeatable approach.
build a p
1. Knowing all the buzzwords doesn’t help when you’re asked abt trade-offs.
2. Without a mental framework, new system design feels like a mountain.
3. You don’t need 50 diagrams; you need clarity and a repeatable approach.
build a p
There's nothing JavaScript can't do. Check this out!
September 30, 2025 at 7:49 AM
There's nothing JavaScript can't do. Check this out!
Most developer marketing fails not because of the tactic but because no one stopped to ask:
How do devs think, learn, trust, and decide?
How do devs think, learn, trust, and decide?
September 29, 2025 at 4:49 AM
Most developer marketing fails not because of the tactic but because no one stopped to ask:
How do devs think, learn, trust, and decide?
How do devs think, learn, trust, and decide?