Jayachandra Naidu Rajapu (@rootc_jc) header
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22 | Compiler Engineer @amd | Physical AI | Prev. ML Compilers Research @cse_iith | UG @cse_iith @IITHyderabad | posts/opinions are personal

Hyderabad
Joined November 2021
Photo by Jayachandra Naidu Rajapu (@rootc_jc)Photo by Jayachandra Naidu Rajapu (@rootc_jc)Photo by Jayachandra Naidu Rajapu (@rootc_jc)Photo by Jayachandra Naidu Rajapu (@rootc_jc)Photo by Jayachandra Naidu Rajapu (@rootc_jc)Photo by Jayachandra Naidu Rajapu (@rootc_jc)Photo by Jayachandra Naidu Rajapu (@rootc_jc)Photo by Jayachandra Naidu Rajapu (@rootc_jc)Photo by Jayachandra Naidu Rajapu (@rootc_jc)Photo by Jayachandra Naidu Rajapu (@rootc_jc)
Jayachandra Naidu Rajapu retweeted
India is waging a war against its own researchers: In Careers360’s Research Summit, Prof. Ram Gopal Rao, Vice Chancellor of BITS Pilani described India’s lack of investment in research beautifully. He said “India’s Higher Education is described as African Budgets, American ambitions, Russian methods, Chinese opacity and Indian Bureaucracy. In the past decade, we have seen a slide in scientific temper and investments in research. 1. Non-NET fellowship are stuck at ₹8,000 a month since 2012, for 16,270 scholars in 45 central universities. 2. JRF stipend: In 2014, the JRF was Rs.25,000 per month. In 2019, it was revised to Rs.31m000. it is ₹37,000 PM. The hrowth hasn’t even kept pace with inflation and in real terms, it has FALLEN. IISc scholars even went on a hunger strike demanding an increase. 3. Maulana Azad fellowship: where more than 1,400 scholars have had stipends stalled since January 2025. 4. OBC fellowships: lists for three NET cycles in 2024-25 were held back, which the social justice ministry put down to insufficient funds. 5. INSPIRE: fellows have their stipends unpaid for 3 to 9 months. The schemes now under Vigyan Dhara fell 67.5% between 2016 and 2025. 6. KVPY: scrapped in 2022, after nearly two lakh students a year had taken its test. 7. JRF bottleneck: only 5,108 of 7,35,614 candidates (0.7%) got JRF in December 2025. Minister Sukanta Majumdar gave no year-wise data when asked. 8. The University of Hyderabad stopped Rohit Vemula’s ₹25,000 stipend in July 2015, and his last letter said he hadn’t been paid for seven months. He later committed suicide. 9. India’s R&D spending: fell from 0.82% of GDP in 2009-10 to 0.64% in 2020-21. PMRF spending was revised to ₹290 crore, less than half its ₹600 crore outlay. 10. SC fellowships: fell 61%, from 4,841 to 1,872, between 2020-21 and 2022-23. If India indeed wants to be a Vishwa Guru, India should be investing in research, in creating quality Higher-Ed institutions. We cannot be cutting down on stipends, not paying our researchers, holding back payments, scrapping scholarships, not increasing fellowship amounts even to match inflation and still expect students to choose research.
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Jayachandra Naidu Rajapu retweeted
E20 Petrol: We Stand Firm on Our Findings The overwhelming public response to Karnataka’s E20 petrol findings reflects growing concerns over consumer rights, transparency and vehicle safety. Instead of addressing our findings with scientific evidence, the Union Government has responded through Oil Marketing Companies (OMCs), leaving one crucial question unanswered: What is the actual ethanol content in the petrol sold to consumers? Our sampling followed the Motor Spirit and High Speed Diesel Order, 2005. After the OMCs’ laboratories failed to report ethanol percentages in the initial 63 samples, we approached independent NABL-accredited and ISO-certified laboratories for verification. Since ethanol blending is a controlled process at refineries and terminals, OMCs must take responsibility for the quality of fuel supplied to consumers. Independent testing, not self-certification by oil companies, is essential. We urge all State Governments to conduct independent ethanol testing and demand that the Union Government initiate nationwide testing through accredited third-party agencies. Consumers deserve what they pay for. We stand firmly by our findings and will continue to fight for transparency, accountability and consumer rights. #E20 #Ethanol #Petrol #PetrolBlending #Karnataka
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Jayachandra Naidu Rajapu retweeted
#WATCH | Bengaluru: Speaking on Oil Marketing Companies' statement on the state's E20 fuel testing, Karnataka Minister Rizwan Arshad says, "Whenever any agency comes out and points out any flaw, any wrongdoing of the Central Govt, the BJP and its ecosystem tries to discredit everybody. The same thing they are trying to do with us also...Do you think ordinary vehicles used by middle class, upper middle class, working class, their two-wheelers are compatible with E20, E30 fuel? We are a Govt of people. We will keep asking questions..."
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Modi Government speciality is to change the metrics in order to show progress.
Comparing US AQI standard (left) vs NAQI (National Air Quality Index India). Same pollutants, different representation. We’re also switching to US AQI standard as default as per requests.
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Jayachandra Naidu Rajapu retweeted
What's with needing women to dance for him wherever he goes?! These are soldiers, for crying out loud!
Prime Minster of India. Diwali, 2026.
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Jayachandra Naidu Rajapu retweeted
Every year they should conduct physical fitness tests and remove who ever fails
Nigerian drug dealer escaped as he ran from Indian Poolice who tripped and fell running after him
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Jayachandra Naidu Rajapu retweeted
Try to sit like this on a filthy Indian footpath and a mob will lynch you to death and then wip out their dick to piss on that sidewalk
sharing music is more intimate than sex
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Jayachandra Naidu Rajapu retweeted
🚨 ONE OF THE CRAZIEST TRADES IN IPL. 🚨 - CSK gave Khaleel Ahmed and Nathan Ellis to SRH for Liam Livingstone and Jack Edwards. 🤯
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Jayachandra Naidu Rajapu retweeted
no but we remember your role in amplifying anti-Indian hate when you were head of product at x 🫶
does anyone remember how to code
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Jayachandra Naidu Rajapu retweeted
Heartbreakingly beautiful.
Hundreds of Minnesotans are leaving their "I voted" stickers at the site where Alex Pretti was murdered by ICE agents.
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Jayachandra Naidu Rajapu retweeted
You're afraid of the pour and the cup can sense it You need to tilt the mug with conviction or it punishes you for your weakness
this is my vent art
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Jayachandra Naidu Rajapu retweeted
Indians seriously don’t understand the concept of personal space and basic etiquette 👇 • Keep your phone’s ringtone volume low. People can hear it from another city. • Stop standing six inches behind people in queues. The queue won’t move faster. • Don’t speak loudly on the phone in public spaces. People don’t need to hear your conversation from 200 metres away. • At traffic lights, stop squeezing into every small gap. You won’t get there any faster. • Don’t honk in traffic. Honking won’t make the traffic move faster. • If someone rejects your call, calling again after 10 seconds won't suddenly make them free. • Don’t watch reels or videos on speaker in public. Public space is shared space, behave accordingly. • Ring the doorbell once and wait. Pressing it 10 times won’t make someone reach the door faster. • Being able to reach someone doesn’t mean they are available to you 24/7. Last - Don’t ask someone how much they earn, how much their house costs or why they aren’t married within 5 minutes of meeting them. Please, basic civic sense is really not that complicated.
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Jayachandra Naidu Rajapu retweeted
I remember cross examining this very officer in a POCSO matter. In a serious case of S.6 POCSO & 376D, she committed blunders. - no site plan of the crime scene - no chain of custody of the forensic material - no CCTV footage seized - no CDR/ IPDR records taken
ASI Jyoti is among the nearly 100 Delhi police personnel protesting against the force over the transfer of two officers after a scuffle with lawyers. She says, ‘the reality is that the police is always with the protesters.’ Watch till the end.
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Jayachandra Naidu Rajapu retweeted
Why is @DelhiPolice protesting outside police headquarters and not at one of the designated protest sites? Isn’t this causing inconvenience to the public and businesses?
Delhi: Assistant Commissioner of Police (ACP) Manasvi Vashisht and other Delhi Police personnel gathered at Delhi Police Headquarters. ACP Manasvi Vashisht says, "We have placed our demands before the Police Commissioner. He provided us with the meeting that we had requested. However, as we had expected, not many people got the opportunity to speak openly. Nevertheless, we have conveyed our demands to him, and they are being discussed. Some matters need to be resolved today... We had a total of five demands..."
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Jayachandra Naidu Rajapu retweeted
Chad brother. Her evil parents would have forced her to marry some innocent guy she didn't love, ruining both their lives.
He failed as a brother, just imagine the mental health condition of parents.
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Jayachandra Naidu Rajapu retweeted
tech bros will see a joke, develop a superiority complex and deadass conclude universal adult franchise is the problem, fascinating species
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Jayachandra Naidu Rajapu retweeted
Male soldiers from every country, in every war, from every place in time make Women and children their primary victims and call it "collateral damage". Men are evil.
1945年,日军轮奸了黄美英,紧接着在她的下身灌入辣椒水,割去了她的双眼和双乳。 当日军想要将黄美英的尸体拖出去时,她的头却猛的一抬,喊出了一句令日军毛骨悚然的话.... 黄美英1919年出生在广东江门台山一个穷乡僻壤的村子,家里穷得叮当响,父母靠种地打工勉强养活一大家子。 她从小就懂事,早早帮着干农活,捡柴火、洗衣服啥的都行。 虽然没钱上学,她总偷偷跑到村塾外头听课,记下些字,晚上自己琢磨。 长大点,她看到日军到处烧杀抢掠,村里人日子过得提心吊胆,就下定决心不能坐着等死。 1937年抗日战争打响,她加入村里的文艺宣传队,唱歌跳舞鼓动大家抗日,很快就成了骨干。 那些年,她不光表演,还帮着募捐粮食衣服送前线,挨家挨户动员妇女参加后援会。 她的表现让组织看中,1940年她正式入党,当上西村妇女抗敌后援会会长。 那时候,她每天忙得脚不沾地,组织妇女缝衣服、做鞋子,支持游击队打仗。 她的热心肠在村里传开了,大家都说她是靠得住的人。 黄美英的工作越来越深入,她不光在后方,还冒险去前线帮着抬伤员,几次差点挨炮弹。 1941年,她认识了新会县委书记陈明江,两人志同道合,都一心扑在抗日上。 陈明江知书达理,领导游击队打了不少胜仗,黄美英觉得他靠谱,两人很快就走到一起,1942年结了婚。 组织上照顾他们,把她调到县委帮忙,两人一起领导新鹤游击队。 这支队伍从90多人发展到200多,多次偷袭日伪军,抢粮食、打据点,让敌人头疼不已。 黄美英负责政工和后勤,带头募捐,动员群众,游击队成了粤中抗日的中坚力量。 日军恨他们入骨,派侦察兵到处搜情报。 1944年,他们成立粤中纵队第二团,陈明江当政委,黄美英任政工队长,继续打击敌人。 那些日子,他们夫妻俩并肩作战,日子苦但有奔头,谁知1945年元旦,祸事来了。 那年头,日军败局已定,但还死撑着,到处搜捕抗日力量。 黄美英的游击队在松山附近被侦察兵发现,大批日军围上来,队伍被迫突围转移到西涌村。 村民们赶紧藏他们,可日军追得紧,把村子围住,用机枪威胁全村人,说不交出黄美英就全杀光。 黄美英不忍百姓遭殃,自己站出来被抓。 日军知道她是陈明江老婆,以为能撬出情报,先好言劝降,她一口回绝。 敌人恼了,开始用刑。 先是轮奸她几十人,试图摧毁她的意志,她咬牙不吭声。 接着灌沸腾辣椒水到嘴里,下身也灌,灼烧得她全身抽搐,还用电刑,肌肉痉挛,坐老虎凳,钻心疼。 她被折磨得奄奄一息,但啥都没说。 日军更狠,用刀在她双乳上割口子,浇开水烫分离皮肉,撸下来玩乐,还剜掉双眼,血肉模糊。 她忍着巨痛,不低头。 日军见她还不招,决定处死刑,带到摇铃山刑场施剐刑。 一刀刀割她身上肉,敌人脸上还带笑,以为能让她求饶。 她身上血流成河,痛得昏过去几次,可始终怒视敌人,那股气势让刽子手心颤。 以为她死了,士兵抓脖子拖尸体扔掉,她用最后力气抬头,高喊“中国共产党万岁!” 这句喊得震耳欲聋,日军吓得后退,赶紧一刀刺进她心脏。 黄美英就这样牺牲了,年仅26岁。 她守住了游击队秘密,护了村里百姓,成了日军最后的噩梦。 她的骨气,让那些残暴的家伙也胆寒,证明了中国人不是好欺负的。 日军撤走后,黄美英的母亲和妹妹找到遗体,看到她裸露尸体,双乳被割,身上一片片肉没了,双眼空洞,血肉模糊,心痛得哭不出声。 她们含泪清理,用布裹好,埋在村后山坡。 村民们回来后,围着坟头默哀,有人捡石头堆成小碑记着她。 她的故事在乡亲中传开,先是妇女们聚一起低声说,后来游击队会议上引用,激励大家继续打。 1945年8月,日本投降,抗战胜利,村里敲锣打鼓庆祝,可黄美英母亲独自坐在坟前,摸着土堆落泪。 她的牺牲换来大家的重生,游击队重建家园,田地重新耕种。 后人没忘她,自发修坟,清除杂草,换正式石碑,刻上姓名事迹。 她的经历进了地方史册,提醒大家战争残酷,和平来之不易。
Readers added context they thought people might want to know
黄美英确为1945年牺牲的中共抗日烈士,官方地方史料仅载其受严刑审讯坚贞不屈、刑场高呼口号就义,未见帖中轮奸、灌辣椒水、割眼割乳、剐刑等具体描写;此类细节属民间传说或网络夸张演绎。 cnts.gov.cn/zfgzbm/snyncj/… 163.com/dy/article/L6C… tsylw.com.cn/article-7-413.…
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Jayachandra Naidu Rajapu retweeted
A 21-year-old woman died of RABIES. She had taken all 5 anti-rabies vaccine and rabies immunoglobulin after the dog bite. Still died. Here are the real reasons why this happened. 1. Stitching the bite wound
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Jayachandra Naidu Rajapu retweeted
Day in the Life of a Senior SWE at Bloomberg
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