Pankaj Saini

Software Engineer @NetApp | Quant Developer | ex @Fyers1 | & @Trinkerr_IN
Teaching algo trading, backend & real-world systems

[Pankaj Saini @algowithpankaj]

99% traders lose money because they trade with emotions.

One solution? Algo Trading.

Hi, I'm Pankaj.

📈 7 years in the stock market
💻 Software Engineer
⚡ Quant Developer
On this page, I'll be sharing Algo Trading, Broker APIs, Automation, and real-world trading technology insights.
Follow for more 🚀

#algotrading #trading #stockmarket #quant #fintech #automation #softwareengineer #trader #investing #brokerapi

[Pankaj Saini @algowithpankaj]

Such a good number

404 Subscribers
48 videos

Incase if you also want to learn Algo trading from scratch to Pro level, you can connect with me
https://t.co/bzXNRh6fk6

[Pankaj Saini @algowithpankaj]

@onepiece0568 🙏🙏🙏🫶

[Pankaj Saini @algowithpankaj]

We always think why bad things are happening with us, why always me , but eventually everything happens for a reason
If you are on low salary , eventually you will get big salary job

if you dont have someone who loves from childhood, someone will go come from heaven and she will loves you more than anyone

Eventually you will get the meaning of the life

[Pankaj Saini @algowithpankaj]

@paresh_pisipati @oldschoolinvest Chill boss
Don't take in bad way

I respect everyone 😄
Sorry if you get in a bad way

[Pankaj Saini @algowithpankaj]

@paresh_pisipati @oldschoolinvest Lol maths left the chat
How you calculate PF worth to 3 to 4 cr
Having 10 years of experience in investing?

25 percent in single day?

If you assume that is 5 percent of his total portfolio then also his pf worth is more than 15 cr

[Pankaj Saini @algowithpankaj]

@Contenidoi20008 @adigitalblogger Oh man
His RA license should be cancelled.

[Pankaj Saini @algowithpankaj]

@dominos
@dominos_india

Chutiye I booked pizza before 1 hour till now it is not ready?
You are not assigning the driver

What the hell man if you have lack resources then why you accepted the order very first

[Pankaj Saini @algowithpankaj]

You can ask why you need, it is because my mac has some key disturbed because of water and it is causing random press random time
Now finally I took a relief

[Pankaj Saini @algowithpankaj]

Today I learned that you can completely disable the built-in keyboard of a MacBook when an external keyboard is connected.

A small setting in Karabiner-Elements does it automatically.

Never thought I'd need this feature until I started placing my external keyboard on top of the MacBook keyboard 😅

macOS keeps surprising me.
https://t.co/x5jUx6cZAZ

[Pankaj Saini @algowithpankaj]

@Abhi13027 Nice work Abhishek , Missing these days :)

[Abhishek Jain @Abhi13027]

Test it out yourself, we have gone below 2.5ms from AWS Mumbai region. The difference in Exchange order ID's is now humungous.

[Pankaj Saini @algowithpankaj]

Thanks, Arpit Sir. This resonates deeply with me.

For the last 8–10 months, I've been creating content around algorithmic trading purely because I enjoy sharing what I've learned. Having worked with stock brokers as a Software Engineer and Quant Developer, I've seen how trading systems work behind the scenes and have built algorithms that manage significant capital.

I noticed a gap between how retail traders approach algo trading and how it is actually done in the industry. My goal is simply to help bridge that gap.

Your point about focusing on passion rather than numbers is a great reminder to keep creating and stay authentic.

[Pankaj Saini @algowithpankaj]

@AskZerodha Welcome
And thank to you as well for fixing it quickly , I can see it is fixed

[Pankaj Saini @algowithpankaj]

@zerodha @zerodhamarkets @Nithin0dha
https://t.co/IFh6z0h9o8

Just found a missing thing in your docs

The Kite Connect order placement documentation shows a MARKET order example without the market_protection parameter:

POST /orders/regular
order_type=MARKET
However, the API now returns:

"Market orders without market protection are not allowed via API. Please set market protection or use a Limit order."

Could you please update the documentation/example to include market_protection=-1 (or the recommended value) for MARKET orders?

This would help developers avoid confusion while integrating with Kite Connect.
fix it so that other people will not get confuse https://t.co/IFh6z0h9o8

[Pankaj Saini @algowithpankaj]

Algo trading series where I already published 30+ videos which can help you in your Algo trading journey
https://t.co/tkVaiJu4RV

[Pankaj Saini @algowithpankaj]

Hi everyone,

I'm Pankaj, a Software Engineer and Quant Developer who has worked at Indian stockbrokers building algorithmic trading systems, broker integrations, market data platforms, and backtesting solutions.

I'm creating a Zero-to-Hero Algorithmic Trading Series where we build a complete automated trading system from scratch.

No paid course, no community subscription, no upselling — just sharing real-world lessons from building algorithmic trading systems at stockbrokers, where the code is responsible for executing trades worth crores of rupees.

Already published 40+ videos, including 30+ videos in the Algo Trading Series.

What we've covered so far:

✅ Zerodha & Fyers API Integration
✅ Automated Token Generation (No Daily Manual Login)
✅ TOTP Automation
✅ Multi-Broker SDK Development
✅ Order Placement, Positions, Holdings & Funds APIs
✅ WebSocket Integration
✅ Live Market Data Processing
✅ Concurrent Data Handling
✅ Real-World Algo Trading Architecture

Coming next:
🚀 Deploy Algos on Free Cloud Servers
🚀 Telegram Signal Integration
🚀 Auto Start/Stop Algos
🚀 Automated Token Refresh on Server
🚀 Complete Strategy Development

My philosophy is simple:
Algo means automation. If you're manually generating tokens every day, you're still doing manual trading operations.
If you have questions about Algo Trading, Broker APIs, WebSockets, Automation, Backtesting, Strategy Development, or Trading System Design, drop them below.
Ask me anything related to algorithmic trading. Whether you're a beginner or already building algos, I'll try my best to answer every question based on my real-world experience working at stockbrokers and building production trading systems.

YouTube: Pankaj Saini
https://t.co/pguMLo1K2X
https://t.co/NaWKnDpggv
https://t.co/aKmQGmXsUq (This account itself)

Handle: AlgoWithPankaj (YouTube, Instagram & Twitter)

Happy to help fellow Algo Traders 🚀

[Pankaj Saini @algowithpankaj]

If you ever get a chance to leave India, will you leave?

[Pankaj Saini @algowithpankaj]

Chill dude, There is no place for hate,
You didn't go to my single video and come here for comment

From starting I told I will teach from Zero to Hero
This is for all the category people who don't know what is API , how they can integrate possible ?

And second thing I didn't call any API from Zerodha SDK , I was using that thing for explaining to people

You are developer , it doesn't means every people will get like you directly , Right ?
As a developers we know many thing but people don't know

And second thing once people will know this basic thing , I am going to deep in the video how to use fallback for socket , people don't know these thing

I know Because I work with directly and people complain for this

So no hate, if you dont like it and then you can directly skip

A person who has fte and then recording the people and then sharing the knowledge with community takes time
So just peace bro