Gaurav Sen retweeted
This was me a year back.
These 2 series helped me the most to actually get senior-dev perspective and actual understanding from first principles of what it takes to turn local indie hackathon project to deployable production stuff.
Thanks @gkcs_
These 2 series helped me the most to actually get senior-dev perspective and actual understanding from first principles of what it takes to turn local indie hackathon project to deployable production stuff.
Thanks @gkcs_
Hi everyone,I am Pratik 👋
I'm an AI Engineer at Bosch.
I work across LLMs, Cloud, Security, and DX(Developer Experience).
People call me Kafka based on the volume of bugs 🐞 I deal with daily.
I'm planning to share what I learn as I build.
If you're working on agents, a, let's connect!
Currently,
I'm building an post-discovery action agent for Security teams at Enterprises.
0
1
2
289
How to train a transformer.
I am a software engineer who has no prior experience with ML experience.
But now I have trained multiple nueral nets for different types of applications.
If you are looking to learn ML or AI, this is the best time.
aiengg.dev/blog/how-to-tr…
I am a software engineer who has no prior experience with ML experience.
But now I have trained multiple nueral nets for different types of applications.
If you are looking to learn ML or AI, this is the best time.
aiengg.dev/blog/how-to-tr…
6
34
321
10,082
AI can code anything.
But it can't beat a high schooler at problem solving.
That's my experience with AI in competitive programming.
I am writing a paper on it.
But it can't beat a high schooler at problem solving.
That's my experience with AI in competitive programming.
I am writing a paper on it.
14
8
189
10,166
Most Indians go for Leetcode style contests, solving problems to clear interviews.
I don't find that exciting. Leetcode is shallow and mostly memory-based.
Competitive programming is richer and more diverse. If you are good at it, you can clear any interview easily.
I don't find that exciting. Leetcode is shallow and mostly memory-based.
Competitive programming is richer and more diverse. If you are good at it, you can clear any interview easily.
1
0
12
772
Algorithms more important than ever.
Since coding is cheap, we can focus on the nature of the problems now.
1. Define the parts
2. Represent the parts in math
3. Solve with algorithms
There has never been a better time to learn AI and algorithms.
Since coding is cheap, we can focus on the nature of the problems now.
1. Define the parts
2. Represent the parts in math
3. Solve with algorithms
There has never been a better time to learn AI and algorithms.
11
11
183
7,093
Gaurav Sen retweeted
We went to the Delhi High Court today to protect our own X account. Two takedown notices in the Delhi Police’s name turned out to be an elaborate hoax, and X told the Court its investigation found the police had never sent them. @apar1984 and Anumon on how it went, the 250,000 s, and the lawyers who made it happen. Happy Diwali from IFF.
16
148
446
10,129
"The world underestimates the change necessary for AI.
It is a multi-layer approach starting with overall AI literacy.
Everyone at Southwest has access to our AI literacy program, from beginners to AI engineers."
Agreed. AI literacy is absolutely essential.
It is a multi-layer approach starting with overall AI literacy.
Everyone at Southwest has access to our AI literacy program, from beginners to AI engineers."
Agreed. AI literacy is absolutely essential.
2
3
24
2,582
Gaurav Sen retweeted
ANKITA BHANDARI’S MOTHER FAINTS AT RAJGHAT AFTER BEING DRAGGED BY DELHI POLICE . INSTEAD OF TAKING HER TO A HOSPITAL, POLICE ARE DRIVING HER AROUND IN CIRCLES.
223
3,227
7,653
522,298
Gaurav Sen retweeted
Statement: Legal notice to the Delhi Police and X Corp. over takedown demands against IFF’s account
On 3 November 2026, X Corp. forwarded to us two “Illegal Content Reports” submitted in the name of the Special Commissioner of Police (Crime), @delhipolice. The first, dated 31 of a post we published on 30 October and a post by @SFLCin. The second, dated 2 November, sought removal of 37 posts and the withholding of three accounts in their entirety, @internetfreedom, @SFLCin and @geoblockedindia, on the ground that they defame the Rashtriya Swayamsevak Sangh under Section 356 of the Bharatiya Nyaya Sanhita. The posts in question reproduce and comment on a legal notice that was sent to us. They are protected speech under Article 19(1)(a) of the Constitution. We were given no notice before these reports were filed. We learnt of them only because X forwarded copies.
Today, through our counsel Advocate Abhik Chimni and his colleagues, we served a legal notice on the Delhi Police, with a copy to X Corp.
Our position is simple:
1. Defamation is a non-cognizable offence. The police cannot investigate it without a Magistrate’s order, and cognizance can be taken only on a complaint by the person aggrieved.
2. The reports cite no complaint, no FIR, no Magistrate’s order and no court order, even though the box for “enforcement of court order” was ticked. Under Shreya Singhal v. Union of India, an intermediary can be required to take down content only on a court order or a reasoned government notification. A web form with “hate speech”, “defamation”, “safety/security” and “court order” ticked against 40 URLs, with one sentence of reasons, is not that.
3. Whether something is defamatory is for a court to decide after hearing the author. A police officer cannot decide it himself and direct a platform to act on his decision. Demanding that three accounts be withheld in full is grossly disproportionate to any grievance stated.
We have called upon the Delhi Police to withdraw both reports or disclaim within seven days, to furnish us the complaint and authority on which they were made, and to confirm that no further takedown requests will be made on this matter. If they do not, we will approach the Delhi High Court under Article 226. We have also requested X Corp. to take no action on the reports pending their withdrawal or adjudication.
We are grateful to Advocate Abhik Chimni and his team for representing us in this matter. Redacted copies of the notice are attached.
On 3 November 2026, X Corp. forwarded to us two “Illegal Content Reports” submitted in the name of the Special Commissioner of Police (Crime), @delhipolice. The first, dated 31 of a post we published on 30 October and a post by @SFLCin. The second, dated 2 November, sought removal of 37 posts and the withholding of three accounts in their entirety, @internetfreedom, @SFLCin and @geoblockedindia, on the ground that they defame the Rashtriya Swayamsevak Sangh under Section 356 of the Bharatiya Nyaya Sanhita. The posts in question reproduce and comment on a legal notice that was sent to us. They are protected speech under Article 19(1)(a) of the Constitution. We were given no notice before these reports were filed. We learnt of them only because X forwarded copies.
Today, through our counsel Advocate Abhik Chimni and his colleagues, we served a legal notice on the Delhi Police, with a copy to X Corp.
Our position is simple:
1. Defamation is a non-cognizable offence. The police cannot investigate it without a Magistrate’s order, and cognizance can be taken only on a complaint by the person aggrieved.
2. The reports cite no complaint, no FIR, no Magistrate’s order and no court order, even though the box for “enforcement of court order” was ticked. Under Shreya Singhal v. Union of India, an intermediary can be required to take down content only on a court order or a reasoned government notification. A web form with “hate speech”, “defamation”, “safety/security” and “court order” ticked against 40 URLs, with one sentence of reasons, is not that.
3. Whether something is defamatory is for a court to decide after hearing the author. A police officer cannot decide it himself and direct a platform to act on his decision. Demanding that three accounts be withheld in full is grossly disproportionate to any grievance stated.
We have called upon the Delhi Police to withdraw both reports or disclaim within seven days, to furnish us the complaint and authority on which they were made, and to confirm that no further takedown requests will be made on this matter. If they do not, we will approach the Delhi High Court under Article 226. We have also requested X Corp. to take no action on the reports pending their withdrawal or adjudication.
We are grateful to Advocate Abhik Chimni and his team for representing us in this matter. Redacted copies of the notice are attached.
7
180
522
21,429
I am preparing notes for the upcoming AI Engineering cohort, starting this Saturday.
Feeling both excited and nervous.
AI system design covers agents, RAG, Evals, observability and case studies.
I look forward to meeting you all in ~2 days🔥
Cohort link: aiengg.dev
Cheers!
Feeling both excited and nervous.
AI system design covers agents, RAG, Evals, observability and case studies.
I look forward to meeting you all in ~2 days🔥
Cohort link: aiengg.dev
Cheers!
2
0
30
2,845
Gaurav Sen retweeted
The 2027 Census is going digital, and the geo-mapping software has been handed to a single bidder running a proprietary US-owned platform with a known backdoor that Chinese state-backed hackers exploited for over a year. Every household’s location data, on that. Stupid, foolish, ysed the procurement and filed RTIs with the Registrar General.
#Census2027 #DataSecurity #DigitalRights #IFF
#Census2027 #DataSecurity #DigitalRights #IFF
18
477
884
36,287
Gaurav Sen retweeted
I just spoke to my elder cousin about The Friendship Files. She asked what the documentary was about. After I explained it, her first words were: “They’re going to kill you.”
Not “Is it true?” Not “Where’s the evidence?” Just fear.
Has fear become so deeply ingrained in Indian society that speaking the truth is seen as a death sentence?
Not “Is it true?” Not “Where’s the evidence?” Just fear.
Has fear become so deeply ingrained in Indian society that speaking the truth is seen as a death sentence?
214
823
3,694
51,104
Gaurav Sen retweeted
For the friends who have been reaching out, thank you.
Over the years, I have openly criticised and challenged politicians, political parties and governments across the spectrum. Yes, that includes the INC, AAP, the Shiv Sena, the Left parties and the SP. Only one set of supporters has ever responded with threats and abuse. No points for guessing whose followers act like they are in a death cult.
A few words for them. I am clear about my work and my role, and fully aware of the risks and consequences that may follow. Yet, somehow, neither the loss of comfort nor the prospect of emotional or physical pain frightens me. Turning forty helped me understand myself a little better, and to see that public service is how I stay true to myself. It is the path that gives me real joy.
Yes, I do have fears. The biggest is that I may fail to carry forward the mission of our Constitution with the rigour, pace and courage it deserves. But even here, I will not compromise, under any circumstances. The world will always be challenging, and that is what makes it fun. I remain optimistic, and I hold on to a joy for life. It is short, and I intend to smile through it. Again, a big thank you to my friends who make it possible.
Over the years, I have openly criticised and challenged politicians, political parties and governments across the spectrum. Yes, that includes the INC, AAP, the Shiv Sena, the Left parties and the SP. Only one set of supporters has ever responded with threats and abuse. No points for guessing whose followers act like they are in a death cult.
A few words for them. I am clear about my work and my role, and fully aware of the risks and consequences that may follow. Yet, somehow, neither the loss of comfort nor the prospect of emotional or physical pain frightens me. Turning forty helped me understand myself a little better, and to see that public service is how I stay true to myself. It is the path that gives me real joy.
Yes, I do have fears. The biggest is that I may fail to carry forward the mission of our Constitution with the rigour, pace and courage it deserves. But even here, I will not compromise, under any circumstances. The world will always be challenging, and that is what makes it fun. I remain optimistic, and I hold on to a joy for life. It is short, and I intend to smile through it. Again, a big thank you to my friends who make it possible.
48
262
1,071
50,951
I received requests on loan or EMI options (for the upcoming AI Engineering Cohort).
My advice: if the cohort isn't in your purchasing range, please don't stretch yourself financially.
This is for working professionals who want to upskill themselves with job-relevant skills.
Who will benefit from solid AI Engineering skills, and better decision making for their teams.
This is not for college undergrads or non-tech professionals looking to test the waters.
If you want to learn AI Engineering and are ready to give me the time, this cohort will be worth it.
But please don't take a loan for this.
Cheers 😁
My advice: if the cohort isn't in your purchasing range, please don't stretch yourself financially.
This is for working professionals who want to upskill themselves with job-relevant skills.
Who will benefit from solid AI Engineering skills, and better decision making for their teams.
This is not for college undergrads or non-tech professionals looking to test the waters.
If you want to learn AI Engineering and are ready to give me the time, this cohort will be worth it.
But please don't take a loan for this.
Cheers 😁
8
0
100
10,638