Samarth patel

56 posts

Samarth patel

Samarth patel

@DeceptaTech

Building a SaaS startup Learning and sharing daily

Katılım Nisan 2026
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Samarth patel
Samarth patel@DeceptaTech·
I’m building a SaaS startup from scratch. Starting with a tool to automate hiring using AI. Sharing everything I learn daily. Follow along 🚀
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Samarth patel
Samarth patel@DeceptaTech·
@agrawalmanindra I request to review my B.Cyber application (IITCY/B.Cyber./UG/2610000374). I reported 2 vulnerabilities to IIT Kanpur, built cybersecurity projects, earned certifications, yet wasn't shortlisted. I only seek a fair review based on the published criteria. @agrawalmanindra
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Samarth patel
Samarth patel@DeceptaTech·
@Jonu2303 @TheAnuragTyagi @cbseindia29 no one gonna help you. all the institutions only works for their benefit includin IIT's. iit kanpur is also same as cbse and nta. iit kanpur's director replied to every comment on his tweet regarding to doubts in application but when shortlist came out he remains silent.
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Jonu
Jonu@Jonu2303·
I applied for revaluation in physics and chemistry 4 marks where needed to added in physics but not even a signal mark was increased in physics but in chemistry they only added 4marks in which 7marks were supposed to be granted cbse pls understand @TheAnuragTyagi @cbseindia29
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Samarth patel
Samarth patel@DeceptaTech·
@SomitraSanadhya Sir, please review my application (IITCY/B.Cyber./UG/2610000374). I have cybersecurity projects, certifications, and responsibly disclosed 2 IIT Kanpur vulnerabilities. I request one chance to prove my skills in the hackathon. Thank you.
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Somitra Sanadhya
Somitra Sanadhya@SomitraSanadhya·
श्री भागवत महापुराण की जय | श्री पुरुषौत्तम मास की जय |
Somitra Sanadhya tweet media
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Samarth patel
Samarth patel@DeceptaTech·
@SomitraSanadhya @TweetsOfGauravG Sir, please review my application (IITCY/B.Cyber./UG/2610000374). I have cybersecurity projects, certifications, and responsibly disclosed 2 IIT Kanpur vulnerabilities. I request one chance to prove my skills in the hackathon. Thank you.
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Samarth patel
Samarth patel@DeceptaTech·
@IITKanpur Sir, please review my application (IITCY/B.Cyber./UG/2610000374). I have cybersecurity projects, certifications, and responsibly disclosed 2 IIT Kanpur vulnerabilities. I request one chance to prove my skills in the hackathon. Thank you.
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IIT Kanpur
IIT Kanpur@IITKanpur·
🔐 Introducing B.Cyber. at IIT Kanpur — a first-of-its-kind undergraduate program designed to create future cybersecurity leaders. From rigorous academic foundations to real-world cybersecurity challenges, the program offers a unique pathway to build expertise in protecting critical digital systems. Admission to the program will be based on a special selection process involving shortlisting through JEE Main performance and demonstrated prior work in cybersecurity, followed by a test that includes a hackathon. 🎥 Watch @Director_IITK, Prof. @agrawalmanindra share the vision behind this new initiative. @EduMinOfIndia | @wadhwanif | @IndiaDST | @HubC3i | @ugc_india | @AICTE_INDIA | #IITKanpur #BCyber #Cybersecurity #FutureOfTechnology #IITK
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Samarth patel
Samarth patel@DeceptaTech·
@SomitraSanadhya Sir, please review my application (IITCY/B.Cyber./UG/2610000374). I have cybersecurity projects, certifications, and responsibly disclosed 2 IIT Kanpur vulnerabilities. I request one chance to prove my skills in the hackathon. Thank you.
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Samarth patel
Samarth patel@DeceptaTech·
@SomitraSanadhya Sir, please review my application (IITCY/B.Cyber./UG/2610000374). I have cybersecurity projects, certifications, and responsibly disclosed 2 IIT Kanpur vulnerabilities. I request one chance to prove my skills in the hackathon. Thank you.
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Somitra Sanadhya
Somitra Sanadhya@SomitraSanadhya·
"Students who spread their study sessions over multiple days retained far more than students who spent the same total hours studying in one block. Not slightly more. Dramatically more. The brain needed time between exposures to consolidate the material into something durable."
Brady Long@thisguyknowsai

A German psychologist proved in 1885 that cramming erases what you learned within 48 hours. He published the fix in the same book. Almost no school on Earth has adopted it in 140 years. His name was Hermann Ebbinghaus. He had no lab. No funding. No colleagues. He worked alone in a room in Berlin and ran every experiment on himself. He spent years memorizing thousands of nonsense syllables — made-up combinations like DAX and BUP, strings with no meaning — so that prior knowledge could not contaminate the results. Then he tested his own recall at intervals. Twenty minutes. One hour. Nine hours. One day. Six days. Thirty-one days. What he found became one of the most replicated findings in the history of psychology. Two-thirds of everything you learn is gone within 24 hours if you do not return to it. Within a week, the curve flattens near zero. The brain does not store what it does not revisit. It treats unused information the way it treats everything else it does not need. It discards it. He drew this curve in 1885 and called it the forgetting curve. Then he found something else in the same data. Students who spread their study sessions over multiple days retained far more than students who spent the same total hours studying in one block. Not slightly more. Dramatically more. The brain needed time between exposures to consolidate the material into something durable. He called this the spacing effect. Same information. Same total hours. Completely different outcome depending on when you spread the hours out. The finding has been replicated over 250 times. A 2006 meta-analysis in Psychological Bulletin covered 254 studies across every age group and every subject. The effect held every time. A German journalist named Sebastian Leitner built a physical flashcard system around it in 1972. An open source app called Anki turned that system into software in 2006. Medical students who use Anki to pass board exams are not working harder than everyone else. They are working in the only pattern the brain actually responds to. The most uncomfortable part of all of this is what happened after Ebbinghaus published. Educators read the research. They understood what it showed. They kept the cramming. The school calendar was already built around it. Semester exams. Finals week. One concentrated block of review before the test and then nothing. The entire architecture of how most schools schedule learning is optimized for the forgetting curve, not against it. The lesson is not that you need more time to study. It is that the same time, distributed differently, produces a completely different brain. Ebbinghaus proved this in 1885 with no budget and no institution. He ran the experiment on himself because no one would run it for him. The fix has been available for 140 years. Almost nobody who designs schools has used it.

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Samarth patel
Samarth patel@DeceptaTech·
@SomitraSanadhya Sir, please review my application (IITCY/B.Cyber./UG/2610000374). I have cybersecurity projects, certifications, and responsibly disclosed 2 IIT Kanpur vulnerabilities. I request one chance to prove my skills in the hackathon. Thank you.
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Somitra Sanadhya
Somitra Sanadhya@SomitraSanadhya·
"Learning is not supposed to be fun. It doesn't have to be actively not fun either, but the primary feeling should be that of effort."
Andrej Karpathy@karpathy

# on shortification of "learning" There are a lot of videos on YouTube/TikTok etc. that give the appearance of education, but if you look closely they are really just entertainment. This is very convenient for everyone involved : the people watching enjoy thinking they are learning (but actually they are just having fun). The people creating this content also enjoy it because fun has a much larger audience, fame and revenue. But as far as learning goes, this is a trap. This content is an epsilon away from watching the Bachelorette. It's like snacking on those "Garden Veggie Straws", which feel like you're eating healthy vegetables until you look at the ingredients. Learning is not supposed to be fun. It doesn't have to be actively not fun either, but the primary feeling should be that of effort. It should look a lot less like that "10 minute full body" workout from your local digital media creator and a lot more like a serious session at the gym. You want the mental equivalent of sweating. It's not that the quickie doesn't do anything, it's just that it is wildly suboptimal if you actually care to learn. I find it helpful to explicitly declare your intent up front as a sharp, binary variable in your mind. If you are consuming content: are you trying to be entertained or are you trying to learn? And if you are creating content: are you trying to entertain or are you trying to teach? You'll go down a different path in each case. Attempts to seek the stuff in between actually clamp to zero. So for those who actually want to learn. Unless you are trying to learn something narrow and specific, close those tabs with quick blog posts. Close those tabs of "Learn XYZ in 10 minutes". Consider the opportunity cost of snacking and seek the meal - the textbooks, docs, papers, manuals, longform. Allocate a 4 hour window. Don't just read, take notes, re-read, re-phrase, process, manipulate, learn. And for those actually trying to educate, please consider writing/recording longform, designed for someone to get "sweaty", especially in today's era of quantity over quality. Give someone a real workout. This is what I aspire to in my own educational work too. My audience will decrease. The ones that remain might not even like it. But at least we'll learn something.

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Samarth patel
Samarth patel@DeceptaTech·
@agrawalmanindra Sir, I respectfully request a review of my application (IITCY/B.Cyber./UG/2610000374). I reported two vulnerabilities to IIT Kanpur, have practical cybersecurity projects and certifications, yet I was not shortlisted. I only seek a fair evaluation based on the published criteria.
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Samarth patel
Samarth patel@DeceptaTech·
@agrawalmanindra I request to review my B.Cyber application (IITCY/B.Cyber./UG/2610000374). I reported 2 vulnerabilities to IIT Kanpur, built cybersecurity projects, earned certifications, yet wasn't shortlisted. I only seek a fair review based on the published criteria.@agrawalmanindra
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Samarth patel
Samarth patel@DeceptaTech·
@agrawalmanindra Respected sir, sir those people who dont know about ctf got shortlisted and I reported 2 vulnerabilities to IIT Kanpur, built cybersecurity projects, earned 2certifications, yet wasn't shortlisted. please take some action sir
Samarth patel tweet mediaSamarth patel tweet mediaSamarth patel tweet mediaSamarth patel tweet media
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asu
asu@asupasuyo·
this is called context poisoning, when LLMs are used for large scale profile shortlisting instead of a human reviewers doing it. LLMs processing thousands of applications do not evaluate profiles with uniform attention. Due to inherent limitations in transformer attention mechanisms, they disproportionately focus on certain segments or "chunks" of the input while under representing others. This non uniform processing is a documented issue in AI research known as "lost in middle". As a result, shortlisting outcomes can become skewed in opaque ways that do not reflect consistenty. In contrast, a more logical and defensible approach would recognize that students who applied earliest, particularly those within the first ~500 applications generally represent the most confident and committed cohort. Having submitted proactively rather than at the last minute. One would therefore expect this group to receive a proportionally higher selection rate under a fair process. @agrawalmanindra @SomitraSanadhya views ? We expect transparency and accountability from a program that itself originated from a movement demanding greater accountability.
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lightningggg_f4st
lightningggg_f4st@lightningg_f4st·
@DeceptaTech @agrawalmanindra how did they even get shortlisted, if they don’t know the most basic thing about cybersecurity (ctf), what did they have in their portfolio, what is the team even doing.
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Samarth patel
Samarth patel@DeceptaTech·
@meesha890 It is very unfair for deserving people. I didn't expected this type of behavioue from IIT Kanpur
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