Rupesh Thakur

Lead Consultant - @Xebia | Ex - @Altimetrik @HughesConnects , @TheHustlerColl | Big Data | AI | ML | Gen & Agentic AI

[Rupesh Thakur @rupeshweb]

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[Rupesh Thakur @rupeshweb]

@DelhiPolice @DelhiPolice coward shame shame for you

[Rupesh Thakur @rupeshweb]

@khurpenchh Still these clowns will win next state election and people keep suffering like this till next 50-60 years, As a voter we become slaves of these morons

[Rupesh Thakur @rupeshweb]

@Mrsinha और हां, हर सरकारी नाकामी के जवाब में “राहुल गांधी” बोल देना तर्क नहीं होता BJP IT Cell की पुरानी बीमारी होती है। 😄

[Rupesh Thakur @rupeshweb]

@Mrsinha अंधभक्ति में दिमाग गिरवी रख दिया हो तो हर सवाल “राहुल गांधी” पर ही जाकर खत्म होता है। 😂 मुद्दा 10 रुपये में खाना मांगने का नहीं है, मुद्दा ये है कि धर्म और “राम नाम” का इस्तेमाल करके जनता से भावनात्मक वोट लो, फिर उसी आस्था की जगह को आम आदमी की पहुंच से बाहर महंगा बना दो

[Rupesh Thakur @rupeshweb]

@Mrsinha और सवाल पूछने पर राहुल गांधी, मक्का-मदीना, वेटिकन की रट लगा दो।
अयोध्या की तुलना किसी सामान्य “बड़े होटल” से करना ही तुम्हारी समझ दिखाता है। सवाल होटल के बिल का नहीं, धार्मिक आस्था के commercialization और लूट का है।

[Rupesh Thakur @rupeshweb]

@MSEDCL irrespective of low usage there’s continued bills of ~ 3000 every months seems like some fault metering in practice and this is very unethical

@MinOfPower @Dev_Fadnavis
Consumer Number - 170675833624

[Rupesh Thakur @rupeshweb]

@IndianGems_ Meanwhile travelling for middle and lower middle class become unaffordable and on daily basis price hike on all tiers of booking categories making IRCTC profitable

[Rupesh Thakur @rupeshweb]

@myogiadityanath Such a low grade politician thinking how idiots are choosing him again and again

[Rupesh Thakur @rupeshweb]

@amitmalviya ChatGPT and Claude doing good job to choose some fancy words against genuine issue raise by @RahulGandhi else we all know the level of education in entire @BJP4India where PM itself is 4th pass and some Dummy CM are Merely 7th pass

[Rupesh Thakur @rupeshweb]

@JethmalaniM At least someone has straight spine else spineless people like you create anti social environment

[Rupesh Thakur @rupeshweb]

@IndianGems_ True 🤩

[Rahul Gandhi @RahulGandhi]

महंगाई मानव मोदी का फिर से हमला।

पेट्रोल-डीज़ल के दाम किश्तों में बढ़ाते हैं - ताकि चुपके-चुपके आपकी जेब कटती रहे।

मैं महीनों से आर्थिक तूफान आने की बात कह रहा था। पर मोदी जी तब हमेशा की तरह चुनाव में व्यस्त थे - और चुनाव खत्म होते ही पेट्रोल-डीजल ₹8 महंगा कर दिया।

और, ये बढ़त होती ही जाएगी।

महंगाई मानव मोदी का एक ही काम है - चुनाव में वादे, और बाक़ी समय जनता की जेब पर वार।

[Rupesh Thakur @rupeshweb]

@chitraaum What a downgrade for you clown journalist

[Rupesh Thakur @rupeshweb]

@mr_Tubun Nope bsdk you’ll choose 4th fail always

[Rupesh Thakur @rupeshweb]

@MrSandeepPhogat Look like you’re data scientist or AI model trainer 🤩

[Rupesh Thakur @rupeshweb]

Exactly this time you’re on the spot Mr @RajThackeray

[Raj Thackeray @RajThackeray]

Jai Maharashtra,

Two days ago, Prime Minister Narendra Modi appealed to Indians to adopt austerity. Reduce gold purchases, avoid unnecessary foreign travel, consume less petrol and diesel, shift to electric vehicles, and embrace work-from-home practices. Why? Because gold and crude oil are imported, and they drain precious foreign exchange reserves. And with the Iran conflict escalating, global crude prices have surged sharply.

Fair enough. But the Prime Minister and senior leaders continue to travel across the country with massive convoys, roadshows, helicopters, flower showers, and extravagant political campaigns. Will the prime minister admit that ‘such political excesses were our mistake, and all of us including me, will not repeat it’? Why should the common man suffer for your mistakes? Is austerity meant only for the citizen and never for the political class?

Crude oil today is hovering around 90–100 dollars per barrel. But this is not the first time the world has seen such prices. During the 2008 financial crisis, during the Arab Spring of 2011–12, and the 2013–14 phase (when the BJP itself aggressively attacked the UPA over fuel prices) and again during the OPEC production cuts in 2022–23, crude prices had similarly touched these levels. During 3-4 such periods Dr. Manmohan Singh was the Prime Minister. Narendra Modi himself held the position once. Dr. Manmohan Singh did not ask citizens to stop travelling abroad. Narendra Modi himself did not make such appeals earlier either. So why now? When global crude prices had fallen to nearly 60–65 dollars per barrel, Indian citizens were still paying extremely high prices for petrol and diesel because of heavy taxation. The government earned lakhs of crores through fuel taxes. Where did that money go?

The Prime Minister once mocked the “freebie culture.” Yet elections - from Maharashtra to Bihar to West Bengal - are increasingly fought and won through precisely such populist giveaways. In Maharashtra, the ‘Ladki Bahin’ scheme has put tremendous strain on state finances. Instead of genuinely empowering women through jobs, education, and safety, governments distribute temporary cash benefits while inflation silently takes back much of that money. If the economic situation is indeed serious, will the Prime Minister openly ask all political parties to stop competitive populism?

The PM now asks citizens to reduce fuel consumption. Fine. But why did this wisdom not emerge during massive election campaigns involving thousands of vehicles, endless roadshows, and the transport of lakhs of supporters across states like West Bengal, Assam, Tamil Nadu, and Kerala? That itself would have burnt crores of liters of petrol and diesel. This didn’t occur to you when massive money power was wielded to gain votes there? Citizens are also being advised to avoid foreign travel. But how many Indians can afford international travel today? Even the middle class that can afford it is living under constant job insecurity. Students wish to study abroad because India has not invested deeply enough in higher education over the last decade, nor created enough confidence in domestic institutions. All you seem to be interested in is imposition of Hindi.

Meanwhile, foreign institutional investors have been steadily pulling money out of Indian markets. Estimates suggest that nearly ₹1.5 lakh crore has exited over the past few months. The Prime Minister and his Chief Ministers travel to colder climates to cement investment deals. But if they are making those deals with Indian companies, why even go to Switzerland for it? The Prime Minister himself is embarking on another multi-country foreign tour beginning May 15. First cancel these travels and then preach austerity.

[Raj Thackeray @RajThackeray]

Jai Maharashtra,

Two days ago, Prime Minister Narendra Modi appealed to Indians to adopt austerity. Reduce gold purchases, avoid unnecessary foreign travel, consume less petrol and diesel, shift to electric vehicles, and embrace work-from-home practices. Why? Because gold and crude oil are imported, and they drain precious foreign exchange reserves. And with the Iran conflict escalating, global crude prices have surged sharply.

Fair enough. But the Prime Minister and senior leaders continue to travel across the country with massive convoys, roadshows, helicopters, flower showers, and extravagant political campaigns. Will the prime minister admit that ‘such political excesses were our mistake, and all of us including me, will not repeat it’? Why should the common man suffer for your mistakes? Is austerity meant only for the citizen and never for the political class?

Crude oil today is hovering around 90–100 dollars per barrel. But this is not the first time the world has seen such prices. During the 2008 financial crisis, during the Arab Spring of 2011–12, and the 2013–14 phase (when the BJP itself aggressively attacked the UPA over fuel prices) and again during the OPEC production cuts in 2022–23, crude prices had similarly touched these levels. During 3-4 such periods Dr. Manmohan Singh was the Prime Minister. Narendra Modi himself held the position once. Dr. Manmohan Singh did not ask citizens to stop travelling abroad. Narendra Modi himself did not make such appeals earlier either. So why now? When global crude prices had fallen to nearly 60–65 dollars per barrel, Indian citizens were still paying extremely high prices for petrol and diesel because of heavy taxation. The government earned lakhs of crores through fuel taxes. Where did that money go?

The Prime Minister once mocked the “freebie culture.” Yet elections - from Maharashtra to Bihar to West Bengal - are increasingly fought and won through precisely such populist giveaways. In Maharashtra, the ‘Ladki Bahin’ scheme has put tremendous strain on state finances. Instead of genuinely empowering women through jobs, education, and safety, governments distribute temporary cash benefits while inflation silently takes back much of that money. If the economic situation is indeed serious, will the Prime Minister openly ask all political parties to stop competitive populism?

The PM now asks citizens to reduce fuel consumption. Fine. But why did this wisdom not emerge during massive election campaigns involving thousands of vehicles, endless roadshows, and the transport of lakhs of supporters across states like West Bengal, Assam, Tamil Nadu, and Kerala? That itself would have burnt crores of liters of petrol and diesel. This didn’t occur to you when massive money power was wielded to gain votes there? Citizens are also being advised to avoid foreign travel. But how many Indians can afford international travel today? Even the middle class that can afford it is living under constant job insecurity. Students wish to study abroad because India has not invested deeply enough in higher education over the last decade, nor created enough confidence in domestic institutions. All you seem to be interested in is imposition of Hindi.

Meanwhile, foreign institutional investors have been steadily pulling money out of Indian markets. Estimates suggest that nearly ₹1.5 lakh crore has exited over the past few months. The Prime Minister and his Chief Ministers travel to colder climates to cement investment deals. But if they are making those deals with Indian companies, why even go to Switzerland for it? The Prime Minister himself is embarking on another multi-country foreign tour beginning May 15. First cancel these travels and then preach austerity.

[Rupesh Thakur @rupeshweb]

@K_Dadhich09 But you’re celebrating 7th pass chief minister having criminal background selected by your paw paw

[Rupesh Thakur @rupeshweb]

@ForSuraaj We deserve such visionary leadership which showing real mirror to voters who choose them and I’m sure irrespective of such shameless statements in next election those deceased family members will vote for Power in centre and state

[Rupesh Thakur @rupeshweb]

9. Cost optimization is underrated

10. Documentation is ignored (until disaster)

11. Ownership > skills

12. Consistency beats intelligence

If I had to restart, I’d focus on fundamentals first.

Follow for real-world data engineering insights.

#BigData

[Rupesh Thakur @rupeshweb]

9. Cost optimization is underrated

10. Documentation is ignored (until disaster)

11. Ownership > skills

12. Consistency beats intelligence

If I had to restart, I’d focus on fundamentals first.

Follow for real-world data engineering insights.

#BigData

[Rupesh Thakur @rupeshweb]

4. Bad data > bad code

5. 80% of problems = poor requirements

6. Scaling early is a mistake

7. Monitoring > development

8. Stakeholders don’t care about your tech stack