Pavan Kulkarni

Quant | Data Scientist | Algo Trader | Inventor I Math Olympiad Champion

[Pavan Kulkarni @pavankulkarni]

***Three Unconventional Strategies To Explore***
Here are three unconventional methods/strategies that you can explore. None of these is production ready. Pls read, understand, and implement in your own way. #algoforretail

[Pavan Kulkarni @pavankulkarni]

@EcoWellIndia such a trash product and a trash service. The unit is down for 1 month now and your service is continuously giving excuses. They casually keep pushing things to next day next week and so on. Installation less than 5 mons. Pls refund

[Pavan Kulkarni @pavankulkarni]

@SriniVega As long as there is a method to the madness, it can be coded and automated except for the impact of news part. That can also be automated but quality of the output won't be as high as what would be for ur other questions

[Pavan Kulkarni @pavankulkarni]

@QuboWorld waiting for 2 weeks for door bell installation.1st ur contact center closed 1st ticket 10 days due to "technical issue".nd then askd me 2 raise nw request. Nw req pending for 4 days.If u can't service simple door bell installation i don't knw hw shud PPL trust ur brand

[Pavan Kulkarni @pavankulkarni]

@HANKLInvest @SarangSood Mute those mtm posters 😂

[Pavan Kulkarni @pavankulkarni]

Very well summarised. Traders' edge is to use any and all tools available at their disposal.

[PyQuant News 🐍 @pyquantnews]

No,

You can't train AI to trade for you.

But you can absolutely use it in trading.

Here's a summary of how traders use AI and ML in trading:

[Pavan Kulkarni @pavankulkarni]

@Ankit_Quant And add to that, SA are chockers and highly unpredictable

[Pavan Kulkarni @pavankulkarni]

@KentROSystems Got it fixed thru 3rd party vendor as kent providers r not interested. Will move out of kent now.

[Pavan Kulkarni @pavankulkarni]

@KentROSystems ur service center assigned a service engineer for 6pm schedule and u closed all ur offices at 6pm. Engineer hasn't come and the service center says to call 2moro. Can u pls send some water for us to drink in the meantime???

[Pavan Kulkarni @pavankulkarni]

@SamsungIndia trying to get a technician for the 2 ton AC I bought last year. Ticket open for 5 days nw but no action so far. Everyday I call ur call center - they say they will arrange a tech today. Terrible service by @Samsung among all the major appliances companies

[Pavan Kulkarni @pavankulkarni]

@eMudhra_DSC DSP approval pending for 12 hours now, and you promise approval within 30 mins

[Pavan Kulkarni @pavankulkarni]

@DegenQuant One way of remedying this is to identify if the structural breaks are cyclical and if there is a fundamental reason behind it. Then bactest and forward test by skipping those periods

[Pavan Kulkarni @pavankulkarni]

@Ankit_Quant Bhaav Bhagwat che 😃

[Pavan Kulkarni @pavankulkarni]

Three pillars of trading - strategy, psychology and technology. Now is the time for any1 who has not yet onboarded on technology - will help with change management

[Ankit Garg @Ankit_Quant]

What’s common amongst all veteran successful traders?

They know markets and rules change. They know they need to adapt.

They choose not to victimize themselves by believing it’s a grand conspiracy to get them.

Learn from such traders 👇

[Pavan Kulkarni @pavankulkarni]

@Ankit_Quant Word of caution - LLMs are not "yet" capable of logical reasoning

[Pavan Kulkarni @pavankulkarni]

@Ankit_Quant The key issue with current LLMs is that beginners can't ascertain answer accuracy

[Pavan Kulkarni @pavankulkarni]

@Ankit_Quant It is indeed easy - return 5k every day for 80 days; keep the remaining as your fee 😀

[Pavan Kulkarni @pavankulkarni]

@Ankit_Quant All my execution algos r deployed as lambda functions. I don't use docker and I do debug locally while invoking aws resx/services. Moat of this code is c# though, and little py. DM me ur questions

[PyQuant News 🐍 @pyquantnews]

Algorithmic trading is the domain of secretive hedge funds and banks.

Python unlocked these secrets for everyone (even Goldman Sachs has an open-source tool).

Use the same tools the professionals use.

Here are 17 Python libraries that open the black box:

[Pavan Kulkarni @pavankulkarni]

@Ankit_Quant These days I'm replying to such questions with "please ask ChatGPT" 😀