Rishabh Mukherjee (@rishabhm) header
Rishabh Mukherjee (@rishabhm) profile picture

Eater of food, facilitator of liquidity. All views are mine and do not reflect those of my employers - past or present.

Singapore
Joined April 2009
Photo by Rishabh Mukherjee (@rishabhm)Photo by Rishabh Mukherjee (@rishabhm)Photo by Rishabh Mukherjee (@rishabhm)Photo by Rishabh Mukherjee (@rishabhm)Photo by Rishabh Mukherjee (@rishabhm)Photo by Rishabh Mukherjee (@rishabhm)Photo by Rishabh Mukherjee (@rishabhm)Photo by Rishabh Mukherjee (@rishabhm)Photo by Rishabh Mukherjee (@rishabhm)Photo by Rishabh Mukherjee (@rishabhm)
Replying to @learning_pt
I will say this - LLMs are not replacing humans any time soon. I have experience in my domaim and know what to elicit from an LLM. I'm saving myself the hassle of typing 100K LoC every year. But if companies stop hiring young people, there will be a void in the pipeline and it will create havoc. "AI will replace SDEs" is a marketing gimmick. AI will make people more productive and result in more people writing more software. This non-hiring of juniors will be fixed soon enough.
2
3
37
60,439
Chinese Red Sparrow. And why is the bbg reporter dressed like Jensen?
Alice Huang, the woman at the center of the scandal engulfing Nvidia CEO Jensen Huang, has returned to China and is in Beijing, according to Bloomberg’s exclusive reporting. The chipmaker is investigating spying allegations denied by Beijing. @allenwan290 reports: bloom.bg/4BYUkwj
1
1
144
Used an MBP today after months of using a Thinkpad. The MBP keyboard feels like such a second rate experience, but the forcepad feels elite. Waiting for someone to offer a Thinkpad level keyboard and Mac level trackpad.
2
1
203
Jensen isn't a figurehead CEO. He's deeply technical and has a serious influence on product roadmap at the firm. It's not going to be trivial to replace him. Fumble this and the Nvidia board could derail the company and the whole AI trajectory.
Jensen Huang cheating on his wife is reprehensible. But with a second alleged affair suddenly surfacing, something feels very off. Jeff Bezos and Bill Gates had affairs, yet neither faced this kind of immediate coordinated pressure to be ousted as CEO. Tech billionaires having affairs or women problems is not new. I feel as though someone is deliberately trying to destroy Jensen’s reputation and force him out of NVIDIA. Am I the only one who suspects something more coordinated is happening here?
6
40
1,086
This is totally false. Millions have marched for ISIS....
ISIS burned 19 Yazidi girls alive for refusing to convert to Islam and become sex slaves. Not a single Muslim organized a march for them!
1
2
210
I quadruple dare you MBS !
BREAKING: Saudi Crown Prince Mohammed bin Salman has reportedly threatened to drive oil prices near zero by pumping at full capacity unless Russia stops sending Iran weapons that end up with the Houthis.
4
360
There should be a proper block on sales and finance people becoming CEOs. They really can't look past their performative BS and bean counting.
Amex promoted their VP Finance to India CEO and all customer obsession went out of the window. I’ve been an Amex customer since 2016, was with them through Covid - only to witness the complete decline in customer service and now daylight robbery and broken trust thanks to him.
4
39
2,115
Is this that same Fishback that's been spewing racist hate against American Indians? The extreme right is almost cartoonish on who decide to pin their hopes on.
Greenlight has won all litigation with James Fishback. @jamesfishback has been ordered to return every penny of salary and bonus that we ever paid him, to repay the money we lent him, to pay most of our legal fees, and to stop claiming titles, roles and responsibilities he never had. No, Fishback was not the “Head of Macro.” Rather, as the arbitrator found, he was a “faithless servant.” That’s a fancy legal way of saying that Fishback was so disloyal during his employment that he was ordered to refund to us his entire compensation during his tenure at Greenlight. Ordinarily, my style would be to let this decisive ruling speak for itself. However, Fishback has made himself a public figure. He publicly requested appointments to be a governor of the Federal Reserve and a U.S. Senator. He unsuccessfully ran for Florida Governor and has hinted that he intends to run for President in the next election. I therefore feel a civic duty to share additional details and thoughts about Fishback’s character and why he should never be placed in a position of trust. For more than three years, Fishback engaged in a scheme to harass Greenlight Capital and me. While he made a series of false allegations against us, I generally chose to remain silent and allow the legal process to run its course. It has now done so. The result of the final arbitration is that every single claim Fishback ever made about us was either withdrawn or was legally found to be untrue. The conclusion of the arbitration represents the end of all litigation between Greenlight and Fishback, with Greenlight winning a clean sweep and being awarded over $4 million of damages against Fishback due to his tortious actions, false statements and baseless allegations. Fishback has accused us of lawfare. Let’s set the record straight: it can’t be lawfare when he started the litigation. We simply defended ourselves and made now proved counterclaims. This all began with Fishback demanding a $5 million pay-off to spare us the reputational harm and legal costs of defending frivolous accusations of religious discrimination, age discrimination, a politically hostile work environment and defamation. After filing his lawsuit, Fishback told Jack Farley on the Forward Guidance podcast that “discovery is going to be fun” and would vindicate his story. Farley asked how frequently Greenlight employees referred to him as ‘Head of Macro’ and what written evidence supported his claims. Fishback answered “Well, I don’t have access to my company email. If I did, we could produce them up the wazoo.” Well, discovery came and went and not a single piece of evidence supported any of Fishback’s bogus claims. A company-wide email search revealed that the only additional Greenlight emails calling him “Head of Macro” were those where he gave the title to himself in his signature block while sending external emails where nobody from Greenlight was copied. Instead, discovery uncovered some outrageous conduct by Fishback. For example, Fishback and his father concocted a scheme to use a fake reference check to create his fraudulent defamation claim against us. In September of 2023, after his employment ended, Fishback texted his father a draft of a fake reference check email that included an inquiry as to Fishback’s duties as Greenlight’s “Head of Macro.” In the same chain, Fishback texted his father: “We need them to DEFAME us. Which THEY WILL. That’s another $1 MM right there.” Fishback persuaded a friend of a friend who worked at an investment firm to send us the fake reference check. When we responded that Fishback was not the Head of Macro, Fishback promptly sued us, claiming that our response caused the friend’s company to walk away from making a $5 million investment in Fishback’s start-up hedge fund. The friend of the friend testified under oath that he sent the fake reference check as a favor and that his company was never considering investing with Fishback. The friend got fired. It was all a sham to conjure a fake legal claim to extract money from us. There’s more that came out in the litigation: On his final day of employment, Fishback stole Greenlight’s most valuable property, its portfolio of investments, by emailing it to his personal email (in our industry this is a big deal). An even bigger deal is that he and his father were secretly trading positions in Greenlight’s investment portfolio in their personal accounts. Fishback admitted to violating his confidentiality obligations to Greenlight over 60 times, including by sending confidential investment information to third parties. Fishback made numerous statements, including that he ran macro trading at Greenlight and that he was responsible for generating over $100 million of profits – none of which were true. Fishback told various lies about why he left Greenlight, including that he left due to a hostile political environment. In a classic example of “You can’t fire me, I quit,” Fishback resigned right after my assistant scheduled a meeting with him so I could fire him for not doing his job. As for the political environment at Greenlight, Fishback has repeatedly claimed that I am “a Soros aligned hedge fund billionaire.” That’s simply not so. Politically, I am just left of center. I have made large philanthropic contributions to causes supporting bi-partisanship, bridging differences and pluralism. I support centrist Democrat politicians. Some on the far-left have even tried to fight my efforts to have a more civil culture by labeling me a far-right conservative. That isn’t true either. At Greenlight, we discuss politics so infrequently that I was unaware of Fishback’s views during his tenure. And it surprised me when he quoted scripture in his resignation email. His politics have since been made clear to all. We have no view on the sincerity of his religious beliefs but suffice it to say that we’ve been witness to him breaking those Commandments regarding stealing and lying. Fishback campaigned for Florida Governor on an extreme “tough on crime” platform. He threatened homeless people with 15 years in jail for being homeless; he threatened teenagers participating in riots with 5 years in jail, including prosecuting minors as adults; he promised criminal prosecutions of homeowners’ associations; and planned for mass deportations of non-citizens. He even said a black man “should be lynched” for confronting him. And yet, Fishback is a man who believes the laws don’t apply to him. Rules are for other people. During his campaign, Fishback was challenged for living outside of Florida. His testimony that he lived in Florida was certainly news to us. When Fishback worked for Greenlight, he provided his address as being in Washington, D.C. He had us withhold D.C. resident taxes from his payroll. When he visited our New York office, he frequently submitted expense reimbursements for Amtrak trips between D.C. and New York. Before this final arbitration, we had already won verdicts against Fishback to repay the loans that we generously lent to him on favorable terms for what he claimed at the time to be a family emergency (though that’s not what he told Jack Farley). Even with valid court orders of U.S. Federal District Court Judges ordering him to repay us and surrender property to satisfy the judgements, Fishback simply thumbs his nose at the rule of law. He decides on his own that the Judge was a Democrat, or was appointed by a Democrat, or was otherwise politically motivated, rendering the rulings (in his mind) invalid. Fishback was ordered to repay his debt to us: He ignored it. Fishback was ordered to turn over shares in a company and 43 luxury items he owns to us: He ignored it. A company owned by Fishback was ordered to produce documents in discovery: He ignored it. And that is just a partial list. We have little doubt that he will try to ignore the arbitration ruling against him from the arbitration he commenced. Ignoring court orders is a very dangerous way for anyone to behave. But those that do, especially in such a self-serving fashion, should not be put in a position of public trust or have influence in the enforcement of laws against others. It doesn’t matter that I’m a Democrat. What does matter is that we gave a seemingly intelligent college drop-out a chance to achieve what he once said was his dream job. And once he was provided with that opportunity, instead of applying any semblance of a work ethic, he chose to be a “faithless servant”. We have a theory as to why Fishback wishes to continue his political ambitions. We believe that by continuing to seek office, he will find donors to his campaign, PAC and charitable endeavors, and he will use those funds to stay in hotels, rent cars, travel and dine out – all without ever acquiring an asset in his own name that can be used to repay his legitimate creditors, like us. It’s the perfect way for Fishback to continue to grift and continue to avoid paying his debts. It won’t work. James, you owe us over $4 million and interest is ticking. And, when we do collect it, I will in turn donate it to a combination of the National Immigration Forum, The Center for Reproductive Rights, The Florida Rights Restoration Coalition, and The Florida Chapter of the ADL. The best way to fight your hate is to support those you hate.
2
339
Never dock anyone any bonus $$ for an honest mistake like a programming bug. Team leads doing that is the perverse behaviour.
At my hedge fund, a quant introduced a silent bug into our trading system that cost us $5M (in forgone profits) over a few months before anyone noticed. The automated trading system just seemed a little less aggressive than usual, so it took a while before our head trader asked us to audit the system, which uncovered the issue. The quant who introduced the bug was well-respected and brilliant, so he knew he wouldn’t get fired. But he left for a competitor a few months later because he knew they’d take a big chunk out of his bonus that year. This perverse incentive structure always bothered me. Before becoming a quant, I was a physics student, so I was in the habit of solving long and complex problems that filled up pages with equations. If you make one mistake early, the error compounds from there, and all the downstream work is useless. Because of this, I was always very careful when committing code changes to live quant models and made sure to understand everything from first principles. I’d be scolded for being “too careful” by teammates who just wanted to “fail forward” to get a big bonus. The hidden issue with this mindset is that we are often drawing false conclusions based on a faulty foundation and never find out. Humans rarely get 100% correct on a tough physics exam, so we know there are likely bugs in our research findings if we rush through the work. But unlike academia, there isn’t an answer key to grade the exam. The bugs can go unnoticed forever, and often do. Entire models are retired when they could have been wildly profitable if someone had noticed the bug. The true cost of these bugs is immeasurable. These perverse incentives exist across many domains outside of quant finance and create unnatural ceilings on progress and research. In graduate school, when I worked on image processing research for tomographies, I was also shocked by how many human errors went unnoticed. But I just wanted to get my paper published and move on. Having worked deep in the bowels of different codebases (defense industry, academia, quant finance), you’d be shocked by how many human errors exist across all these domains. One of the greatest benefits of AI is that it will audit entire systems and fix these silent bugs, removing these unnatural ceilings and unlocking boundless potential. I think R&D progress across the sciences and engineering is currently underpriced and is going to explode exponentially. We’re going to see that play out in the S&P 500 over the next decade.
2
13
894
What is their problem? Didn't they get the revolution they wanted? Or did the reality of a lack of governence just hit them in the face?
Police have fled, and Padma Bridge has been blocked. People across Bangladesh are rising. Protests on multiple fronts are bringing Bangladesh to a boiling point.
17
25
3
1,154
74,265
I don't think JH getting caught up in this is a simple case of "horny guy cheats on wife". What has gone down is extremely sophisticated, and may potentially be the most elaborate honey trap of all time. That doesn't of course mitigate the fact that he did consent to whatever went down.
Men have cheated on the most beautiful (and/or successful women in the world): Monica Bellucci, Liz Hurley, Shakira, Jennifer Aniston, Princess Diana, Halle Berry, Beyoncé etc etc It is never about the wife's attractiveness. Always about the man's insecurity and lack of integrity. And all the idiots sneering at Jensen's wife are the same ones who wonder why young women now don't want to get married or have children... And who try to scare them saying that they would grow old alone... yeah, right! And those crying about his not having a pre nuptial agreement How will he have a prenup? He married her when he was a poor student waiting tables She would have been the trophy wife for an impecunious Taiwanese 40 plus years ago when Taiwan was a manufacturer of cheap trinkets: A white American who was one of the three girls (among 250) studying engineering She looked after the family finances while he was setting up Nvidia, even selling her jewellery to support him. Remember almost every tech entrepreneur story in the US is remarkably similar: with either the parents providing the money and/or contacts (Bill Gates, Jeff bezos, Michael Dell Zuckerberg etc etc) or the spouse taking up the load when he is struggling. And when the business is being set up the spouse is normally the administrator, HR, intermediary arranging Finance - all of it From Bezos to Narayan Murthy it exactly is the same story Easy to support an ungrateful wretch, isn't it?
1
14
2,524
The variance in websockets and HTTP drowns out any optimization you do in a trading system. If you want to minimize variance in your trading system out of principle, by all means do so. But it's not going to make any difference to your crypto PnL.
Inspired by recent discussion about whether it's possible to learn trading outside an elite firm. If you're the kind of person that reads this project and thinks it sounds fun, imo you'll be able to learn employable trading skills just fine on your own.
2
1
25
2,477
If you hire leetcode clowns from FAANG that's exactly what you'll get. People who optimize for Big-O rather than actual wall-clock runtime. Leetcode is a terrible tool for hiring on systems engineering teams.
There are really 2 sides to HFT: the low latency aspect of placing orders quickly, and the bandwidth/HPC involved in parsing large amounts of historical data Most systems I've replaced had a poor understanding of the computer science of one side or the other
3
2
2
92
8,020
Just realized that you need to pay full miles for a redemption after a kid is 2 years old. Automatic downgrade to economy.
1
4
685
Looks good today. Wonder how long it will last...
vande bharat sleeper 1A experience is something. train arrived late by 20mins but still reached pune 25 mins ahead of scheduled time. travelled ~ 120km in flat 2 hours more than the train itself, impressed with the staff, extremely well behaved and the training + emphasis shows.
29
1,497
It's not like people don't know what the solutions are. But they require cracking down on certain groups - farmers, industries, builders and automobile companies. No matter who is in govt, their political opponents will try their level best to take advantage of the situation. So the ruling dispensation relents and nothing gets done.
India’s big policy failure is the alarming air pollution enveloping northern India. NDTV reports “more than two million deaths in India were attributable to air pollution in 2023.” Quite apart from the damage to citizens’ health, this can spell doom for India’s economy.
1
3
23
978
You could take any expense and frame it in terms of number of school children educated and or fed. That's always going to look bad but self flagellation won't help. Instead we need to work on our public primary education system - which has been an unmitigated failure from independence till this date.
The Diwali bill and India’s priorities: 1. CAIT expects Diwali trade to be over ₹7 lakh crore in 2026. Of this, Diwali Gifting alone would be about 49,000 crores. Fire crackers would add another 7500 Crores. 2. India provides ₹10,129 crore to Kendriya Vidyalayas to fund 13.62 lac students. The money we spend on crackers could fund an additional 1.01 Million students each year. Gifting would fund another 7 million students. That is 8.01 million children in schools. 3. Just the Diwali expense of India could multiply our KCV intake by 6 times. Imagine the impact that 8 million educated youth would do to the prosperity of India and its demographic dividend. 4. However, we spend the money on gifting, burn injuries and pollution. Delhi had 269 fire calls on Diwali night At Safdarjung, 118 of 129 burn cases were from crackers. Bengaluru saw at least 174 cracker eye injuries in 2024, 93 of them children. Tamil Nadu reported 269 cracker burn cases this Diwali, and one child under 15 died. 5. Delhi’s AQI was above 1000 in most places. That is ‘Severe’. If we indeed are patriots and nationalists, and do a lot of chest thumping about giving up our life for the nation, start here. Spend for the nation. Educate a child. Funding a child by each family instead of gifting and crackers. And see the change.. Happy Diwali. Here is wishing you all health, joy and prosperity that I would wish for myself and my own family.
305
I think there is a serious correlation/causation problem with this observation.
Indians abroad used to largely blend in and remain inconspicuous. That began to change with Modi, who fostered a culture of unapologetic Indian pride, encouraging Indians to believe that India is the greatest country on earth and that Indians are the greatest thing since sliced bread. In Modi's defence, it was good that he encouraged Indians to shed their insecurities and inferiority complex. But the flip side is that it has given way to arrogance and an obnoxious chest thumping nationalism that doesn't travel particularly well. There's a difference between being proud of where you come from and expecting everyone else to share your enthusiasm.
4
625
On the Delhi AQI - why does anyone blame the Delhi govt (irrespective of who is in power)? The activities within the Delhi borders themselves have a limited contribution to the problem. The Delhi govt can be held responsible for the fraction of pollution that comes from vehicular emissions, construction, industries and general dust. The states around Delhi should explain themselves. Punjab, Haryana, UP, and to a lesser extent Rajasthan. Everyone can see where the pollution eminates.
9
1
16
2,083
Imagine the whole AI buildout potentially being derailed by a divorce. Feels too convenient and is probably one of the final stage outcomes sought by the MSS after they could extract all they could.
1
10
624
That has to be the most absurd penalty given this year. Clash of heads in the box. Happens 10x every game. First time I've seen a penalty given for it. Like ever.
301