Prateek Gupta

Data at @numadic | Tech, Coffee, Cycling | views are personal

[Prateek Gupta @p_valuee]

After 12 years architecting data solutions, I've learned that the magic isn't in collecting data—it's in transforming it into business value. Looking forward to sharing insights on building AI systems that actually solve real-world problems. #DataEngineering #AI

[Abhijeet Dipke @abhijeet_dipke]

Please note.

[Prateek Gupta @p_valuee]

@theregistaking Bunch of wankers

[Prateek Gupta @p_valuee]

@theregistaking On a scale of 1-10 how toxic was this one?

[Prateek Gupta @p_valuee]

@rqobela Lua

[Prateek Gupta @p_valuee]

Massive respect ❤️

[Zerodha @zerodha]

@Byte4ge_ @Nithin0dha Hi, our usage is minimal and limited to internal functions, nothing client-facing. But our donation was motivated by the simple fact that we view FFMPEG as globally critical infrastructure.

[FFmpeg @FFmpeg]

Sorry you don't like our codec implementations in VLC. Looking forward to seeing yours.

[The Persian Jewess @persianjewess]

I am never deleting this app 🤣

[Prateek Gupta @p_valuee]

@Ravisutanjani Goodluck with carrying a powerbank wherever you go for next 7 years😂

[Prateek Gupta @p_valuee]

Most teams are stuck at level 2.
The real leverage is at level 4.

Data engineering isn’t about pipelines.
It’s about impact.

[Prateek Gupta @p_valuee]

Most teams think they’ve figured out data engineering.
They haven’t.

The 4 levels of data engineering maturity (thread):

[Prateek Gupta @p_valuee]

3 - Tracking what’s happening
You’ve got lineage, checks, alerts. You know when and why things fail.

4 - Understanding cost
You know what every pipeline costs. You make trade-offs that save money.
This is rare.

[Prakash Raj @prakashraaj]

Tamilnadu kaise pahunchneka bhai ..?? Simple .. Auto mein ⁦@kunalkamra88⁩ #justasking

[Prateek Gupta @p_valuee]

@fintech_shark @AkasaAir @airindia Worst experience

[Prateek Gupta @p_valuee]

@airindia wow, horrible experience twice in 10 days, does your tech even work or is it just for you to make profits

[Prateek Gupta @p_valuee]

@fintech_shark @AkasaAir Even @airindia does things like this, no respect for customers hard earned money

[Prateek Gupta @p_valuee]

@airindia You can’t have broken systems and yet blame passengers for the same. If the web check-in facility was working, I wouldn’t have been late by standing in line at entry and check-in counter

[Prateek Gupta @p_valuee]

@airindia wow, horrible experience twice in 10 days, does your tech even work or is it just for you to make profits

[Prateek Gupta @p_valuee]

@airindia Dear @airindia - you still aren’t acknowledging the main issue i.e. your web check in system not working, and knowing that, no change in the overall operations.

I could already see that the entire domestic check-in was affected.

[Prateek Gupta @p_valuee]

@airindia Dear @airindia Please take responsibility of your failures, because I couldn’t do a web check in online as your systems weren’t working, I was unable to board the flight. Stop trying to show how the customer is wrong always

@DGCAIndia @PMOIndia why we letting such PSU operate??

[Prateek Gupta @p_valuee]

@airindia I have, I feel like now I should just record all interactions with @airindia digitally or in person and share it with online

[Prateek Gupta @p_valuee]

Flights are supposed to save time and that’s the reason we are paying large sums for the same. Not to spend 3 hours at the airport because the so called pristine airline of India can’t handle there ground operations

@DGCAIndia

[Prateek Gupta @p_valuee]

Sometimes your payment gateway doesn’t work and some times your web check in systems

Huge queues at the airport, staff has no clue what to do. Staff’s telling to come 3 hours before for a domestic flight.