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Aameek Singh liked thisAameek Singh liked thisIncredibly excited to announce that my first research paper, entitled "Supporting Sustainable Urban Design using Contrastive Learning and Large Language Models" has been officially published with IEEE after its presentation at the 2026 5th MEC International Conference on Advanced Data Analytics and Artificial Intelligence for Sustainable Smart Cities (ICADAAI 2026)! The paper is now officially available at IEEE Xplore! I am excited to focus what the future holds — for me it looks like LLM research! https://lnkd.in/eNyD7m9V (paper)
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Aameek Singh liked thisAameek Singh liked thisHonored to be named to the TIME100 AI 2026 list in the “Thinkers” category. As AI advances, I believe the questions ahead are increasingly about understanding—not only how far we can scale intelligence, but how deeply we can understand it, and how responsibly we can shape its progress. At 上海人工智能实验室, we will keep working with the global research community to explore these questions and advance AI for the benefit of all. Thank you to TIME for this recognition, and to all the colleagues and collaborators who make this work possible. Read more: https://lnkd.in/gpnRTnmy #TIME100AI #AIforScience #AISafety #ScientificDiscovery
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Aameek Singh liked thisTo understand whether we're making genuine progress on reasoning, we entered our AI models in five international STEM Olympiad competitions this year. The results: 🏅 Asian Physics Olympiad (APhO): Perfect score on the theory exam — gold medal 🏅 International Physics Olympiad (IPhO): Perfect score on the theory exam — gold medal 🥇 International Mathematical Olympiad (IMO): Gold medal, top 4% of human participants 🥇 International Chemistry Olympiad (IChO): Gold-medal level performance 🥇 Romanian Masters of Mathematics (RMM): Gold-medal level performance Three of these (APhO, IPhO, IMO) were live competitions and our solutions were submitted under real competition conditions and graded by the official judges using the same marking criteria applied to student contestants. A few things about the approach: • Models were internally trained versions from the Muse Spark family • Zero tool use: no search, no code interpreter, no calculator • Multi-agent orchestration with parallel reasoning We are excited about where this reasoning capability goes next; frontier research level across scientific domains and personal superintelligence. Super grateful to the organizing committees of APhO, IPhO, and IMO for supporting our live participation. We have deep respect for the contestants and organizers behind these competitions. 🙏 And proud of the MSL team that pulled this together!
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Aameek Singh liked thisAameek Singh liked thisI'm really excited to announce that two weeks ago, I joined Mirage. I’ve spent a lot of my career in startup-like moments inside large companies: Bloomberg in the early days of AI/ML, Reels when short-form video was just taking off, and Threads during a pretty wild growth curve. It felt like the right time to take the plunge into the startup world. More than ever, I believe small, motivated teams with real agency can do outsized work. Video is the space I keep coming back to. It is the format people consume most, but it is still incredibly hard to create well. AI makes it easy to demo something flashy. The much harder problem is helping people edit and create videos with real taste, control, and craft. Benchmarks don’t solve the parts users actually care about. Talking with Gaurav, Dwight, Justin, and the entire Mirage team made the opportunity feel very real. This is a competitive space, and winning here is going to take a special team, and this group feels like exactly that. Two weeks in, the pace has been intense in the best way. The team moves fast, cares deeply about the product, and with real agency to work across the stack and make things happen. We have some big launches coming soon that I’m excited to share more about. And yes, we’re hiring across the board. Reach out if you’re interested!
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Aameek Singh liked thisAameek Singh liked thisThrough grad school and a couple startups later, Google has stood out to me as the ultimate destination to work at over the last 15 years (a third of my life as a colleague pointed out). It has been at the forefront of most technological shifts over my career, and somehow still balances it with the most incredible friendly and nurturing environment to grow. It's safe to say that many Googlers find within an environment similar to grad school -- interesting problems, multiple billion-user products, clever and quirky coworkers, and a far better stipend! Like a banyan tree spreading its roots to form a canopy, Google technology, people and culture have branched out over the last decade and more to help shape the ecosystem of companies and startups that dot the modern tech industry. So suffice it to say that Google, and Deepmind more recently, have profoundly shaped how I think about work, the world and the people around me. Thank you to all my present and former teammates, Nobel laureates, Turing award winners, and everyone else that have been such powerful inspirers! Now the fun ride continues at Waymo. Onboarding yesterday felt like a blast to the past, getting dizzy on seeing new problems and happy to meet new (and old) friends! p.s. here's a fun take I shared internally to the teams I have been a part of: ------ Burp... that was satisfying 😋 Hey friends! Being a bit of a foodlover lends a fun lens to view my 3-course journey at Google and GDM. Search is synonymous with Google, and being part of its quality and evaluation teams was a wonderful appetizer to get stuck into the heart of what Google has on offer. The mission remains timeless even as the problems have evolved. TTS, Speech, and Gemini Audio formed the main course: from pumping billions of hours of audio waveforms through our TPUs daily, to recreating voices afflicted by ALS, to defining when accents and intonation sound perfect in each of our products. The challenges are profound, yet very human: trying to do something most toddlers master rapidly before they learn to read. And finally, working in GDM evaluating frontier models has been the ideal dessert: intense and sweet (and fleetingly brief). The central challenge of measuring intelligence is like no other, and engages some of the best minds I have met. You all have been the best fellow diners: fun, lively and wicked smart. Thank you for your friendship, generous advice and help, and for teaching me fun things: Google is truly a unique crucible to best experience this. Our stories of launches, turndowns, outages and april fools jokes we've shared and swapped will be the ones I remember. A special gratitude to each of my managers and many mentors for kindly and tirelessly growing me in ways I never foresaw, and whose lessons I continue to learn from. My next meal will be at our sister restaurant next door: Waymo's challenges beckon me to sample a new cuisine. I trust we will dine together again!
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Aameek Singh liked thisAameek Singh liked thisI recently joined the J.P. Morgan “Making Sense” podcast to discuss quantitative investing in commodities and macro markets. We explored themes including: 1) why commodities remain a differentiated source of diversification and alpha 2) how alternative data and scalable research/platform infrastructure are reshaping the investment process 3) the changing client landscape and growing sophistication of investor objectives 4) expansion into newer universes and broader opportunity sets Really enjoyed the conversation with Eloise Goulder.
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Aameek Singh liked thisAameek Singh liked thisBig news: Last week I joined Duolingo as a Senior Engineering Manager! 🦉 After an amazing run at Cash App, I'm trading fintech for language tech. Honestly, the green owl is very persuasive. I've always believed that the best products are the ones people actually come back to every day (sometimes out of love, sometimes out of fear of a streak). Getting to help build that kind of product with such a talented team? Yes please. Excited for the journey ahead. And yes, my Spanish streak is already running.
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Aameek Singh liked thisAameek Singh liked thisGrateful for three decades at IBM. I came to IBM as an intern in the summer of 1995, while I was still finishing my PhD, and I never really left. Somehow, thirty years passed. IBM is where I grew up as an engineer, as a leader and as a person. It is also where my kids grew up while I built my career. I helped build and grow IBM Security with many great teams and clients around the world, and I am proud of what we built together. At the end of April, I will be retiring. I have worked with some of the best people I have ever known. Most folks know me as a hard grader, so that is not something I say lightly. Colleagues, clients and partners across IBM pushed me to be better in ways I did not always expect. I could not have done any of this without my family. They made real work life integration possible for me. There were many times I took business calls from the sidelines of soccer fields so I could still be there for them. Stepping away from this community is not a small thing. IBM has been home for most of my adult life. I am looking forward to celebrating my daughter's wedding in May and then stepping into the next chapter. To everyone at IBM, and to all the clients and partners who trusted me over the years, thank you! It has truly meant a lot to me. #ibmsecurity #ibm
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