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Kaustubh
2.7K posts

Kaustubh
@MiKaustubhMP
GSoC’26 @stdlibjs | Optimist.
Katılım Haziran 2020
828 Takip Edilen59 Takipçiler

@Ankit_Sisodya Same
In my case 1 GSoC mentor guided the three of us from the group towards the victory that to for same org!
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Joined NIT Hamirpur just because they had 18 GSOC selections that year. I looked up to them so much. Today, it feels absolutely surreal to finally become one of them! 🥹
Stoked to be a GSoC '26 contributor for Mesa! Huge shoutout to @kirat_tw for inspiring the open-source grind.
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@Manik_Khajuria_ @kirat_tw @aakash2330 @_DhruvPasricha @rahul_meX @SukshamXDev @harsh_twtt @manas_kng @100xSchool Congratulations 🎉
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Selected for Google Summer of Code 2026
Working with FOSSASIA on improving ML experiment tracking & analysis
Big thanks to @kirat_tw , @aakash2330 , @_DhruvPasricha , @rahul_meX & @SukshamXDev @harsh_twtt, @manas_kng & others mentors
@100xSchool
Full Post on LinkedIn

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Got into Google Summer of Code 2026 at AOSSIE.🎉
I am grateful to my mentors @Zahnentferner and @KaranKu33693483 for this opportunity. This journey wouldn't have started without @kirat_tw and his Cohort 3
#GSoC2026 #AOSSIE #100xDevs #Web3 #OpenSource

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Still processing this , got selected for GSOC 2026 with @CERN 🎉 This one means a lot. Special thanks to @kirat_tw and @khareyash05, wouldn't have even started without you two. Grateful to everyone .

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Throughout my journey of contributing to stdlib, Cohort 3 gave me the confidence to truly believe in myself and take that first step forward.
Always grateful to @kirat_tw for that push!
Kaustubh@MiKaustubhMP
Delighted to be selected for Google Summer of Code 2026 with the @stdlibjs ! Looking forward to making the most out of this opportunity and growing through the process! Grateful to @kgryte and @burckhap for their guidance and support. #GSOC2026 #GSoC #opensource #stdlib
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Kaustubh retweetledi

This is the oldest, deadliest playbook in history.
Hitler didn’t start with concentration camps—he started by making hatred socially acceptable. First, Jews were ridiculed in propaganda, portrayed as economic leeches, job stealers, and foreign infiltrators. Society laughed along. Then came discrimination—laws stripping them of opportunities, exclusion from public life, and relentless demonization. Once they were sufficiently dehumanized, the violence began, and the world looked the other way.
Now, look at what’s happening today. Anti-Indian hate is being normalized right before our eyes. For years, certain factions have pushed the narrative that Indian immigrants—especially H-1B visa holders—are stealing American jobs, lowering wages, and ruining the economy. It started as online trolling, but now it’s , media narratives, and real-world consequences. Indian professionals have been harassed, their contributions ignored, and their presence increasingly resented.
And now, when an Indian man is publicly humiliated and mocked on camera and when this govenrmnent STAFFER is openly calling to "normalize Indian hate"( Literally few weeks ago) , instead of condemning it, the Vice President of the United States defends the perpetrator. JD Vance dismisses calls for accountability, saying it was just “stupid social media activity” that shouldn’t “ruin a kid’s life.” No apology. No consequences. Just a green light for more hate.
This is exactly how dehumanization works. First, Indians are reduced to a stereotype. Then, their struggles are mocked. Then, policies are shaped against them. Then, the hate spills into the real world. We’ve seen this cycle before—against Jews, against immigrants, who were scapegoated until it was too late to stop the consequences.
And I’m sorry, but as much as I think the Republican Party is doing a good job and I support President Trump, this absolutely needs to be called out. Supporting a party does not mean ignoring hypocrisy or excusing dangerous rhetoric. If we don’t hold our own accountable, who will?
Vance isn’t just excusing racism , he’s legitimizing it. And if people don’t wake up now, they’ll realize too late where this road leads.
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Kaustubh retweetledi

Here you go:
DeepSeek R1 is an AI model. An AI model is a bunch of a matrices with floating point numbers (referred to as weights) where you feed in an input (a sequence of characters embedded as a vector of floating point numbers) and get an output sequence.
DeepSeek is a mobile app (same name as the company) that lets you interact with that AI model through a chat interface. When you use their app, your data (prompts) go to their servers.
The company has also open sourced (basically uploaded all those matrices) the weights of the AI model for free use by anyone.
When you download those weights and bring it up yourself on your own server, you get to control the inference of the AI model and that way any user request sent to this new server doesn’t go to China as long as the servers are hosted in US.
The weights are just a bunch of numbers organized as matrices executed with sequential matrix multiplies - so no computation needs to leave the server in order to compute the next word in a sequence.
That way, another company can download the weights, host it on their servers, and let users interact with them in a chat frontend, and customize the AI model further to do more things like searching the web or using tools like code execution, wolfram, etc
Bill Ackman@BillAckman
@AravSrinivas @bgurley @huggingface @perplexity_ai True. I am always interested in learning more. Please explain why my concern is misplaced.
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